📘 Field Availability Not all fields shown in the example record below are available by default. For a complete list of field pricing, see this table.
JSON
{
"id": "tnHcNHbCv8MKeLh92946LAkX6PKg",
"name": "people data labs",
"display_name": "People Data Labs",
"size": "51-200",
"employee_count": 88,
"linkedin_follower_count": 7944,
"founded": 2015,
"inferred_revenue": "$50M-$100M",
"industry": "computer software",
"industry_v2": "software development",
"naics": null,
"sic": null,
"location": {
"name": "san francisco, california, united states",
"locality": "san francisco",
"region": "california",
"metro": "san francisco, california",
"country": "united states",
"continent": "north america",
"street_address": "455 market street",
"address_line_2": "suite 1670",
"postal_code": "94105",
"geo": "37.79,-122.39"
},
"locations": [
{
"name": "new york, new york, united states",
"locality": "new york",
"region": "new york",
"metro": "new york, new york",
"country": "united states",
"continent": "north america",
"street_address": "156 5th avenue",
"address_line_2": "suite 1200",
"postal_code": "10010",
"geo": "40.73,-73.97",
"is_primary": false,
"first_seen": "2023-07-21",
"last_seen": "2026-07-09",
"is_active": true
},
{
"name": "san francisco, california, united states",
"locality": "san francisco",
"region": "california",
"metro": "san francisco, california",
"country": "united states",
"continent": "north america",
"street_address": "455 market street",
"address_line_2": "suite 1670",
"postal_code": "94105",
"geo": "37.79,-122.39",
"is_primary": true,
"first_seen": "2020-01-01",
"last_seen": "2026-07-09",
"is_active": true
},
{
"name": "portland, oregon, united states",
"locality": "portland",
"region": "oregon",
"metro": "portland, oregon",
"country": "united states",
"continent": "north america",
"street_address": "1470 northwest glisan street",
"address_line_2": null,
"postal_code": "97209",
"geo": "45.49,-122.69",
"is_primary": false,
"first_seen": "2020-01-01",
"last_seen": "2020-11-07",
"is_active": false
},
{
"name": "portland, oregon, united states",
"locality": "portland",
"region": "oregon",
"metro": "portland, oregon",
"country": "united states",
"continent": "north america",
"street_address": "239 northwest 13th avenue",
"address_line_2": null,
"postal_code": "97209",
"geo": "45.49,-122.69",
"is_primary": false,
"first_seen": "2020-01-01",
"last_seen": "2020-11-07",
"is_active": false
}
],
"num_total_locations": 4,
"num_active_locations": 2,
"linkedin_id": "18170482",
"linkedin_url": "linkedin.com/company/peopledatalabs",
"linkedin_slug": "peopledatalabs",
"facebook_url": "facebook.com/peopledatalabs",
"twitter_url": "twitter.com/peopledatalabs",
"profiles": [
"linkedin.com/company/18170482",
"crunchbase.com/organization/talentiq",
"facebook.com/peopledatalabs",
"twitter.com/peopledatalabs",
"linkedin.com/company/peopledatalabs"
],
"website": "peopledatalabs.com",
"ticker": null,
"mic_exchange": null,
"type": "private",
"summary": "people data labs (pdl) is the leading provider of high-quality, compliant data on people, companies, and job postings.\n\nthrough its network of proprietary sources and the public web, pdl standardizes its dataset into a single source of truth available via api or data sharing.\n\ncompanies building data-driven products in hr, investment research, sales, and marketing turn to pdl for accurate, reliable, and easy-to-use data at scale.",
"tags": [
"artificial intelligence",
"developer apis",
"ip data",
"database",
"data and analytics",
"software",
"company data",
"people data",
"data",
"machine learning"
],
"headline": "People and Company Intelligence",
"alternative_names": [],
"alternative_domains": [],
"affiliated_profiles": [],
"affiliated_entities": [],
"ultimate_parent": null,
"ultimate_parent_mic_exchange": null,
"ultimate_parent_ticker": null,
"immediate_parent": null,
"direct_subsidiaries": [],
"all_subsidiaries": [],
"total_funding_raised": 55475000.0,
"latest_funding_stage": "series_b",
"last_funding_date": "2021-11-16",
"number_funding_rounds": 7,
"funding_stages": [
"series_b",
"pre_seed",
"seed",
"series_a"
],
"funding_details": [
{
"funding_currency": "usd",
"funding_raised": 775000.0,
"funding_round_date": "2016-02-10",
"funding_type": "seed",
"investing_companies": [
"TAI8UBYpR1Q1e1bACnB2kQbCpQkP",
"nEX9IALiabjPItjbPc1PIwwL2FOZ",
"jnLzkUjCaCDRHdKM4kvK4AItNNpD"
],
"investing_companies_details": [
{
"investing_company_id": "TAI8UBYpR1Q1e1bACnB2kQbCpQkP",
"investing_company_display_name": "Forum Ventures"
},
{
"investing_company_id": "nEX9IALiabjPItjbPc1PIwwL2FOZ",
"investing_company_display_name": "E-Merge sa-nv"
},
{
"investing_company_id": "jnLzkUjCaCDRHdKM4kvK4AItNNpD",
"investing_company_display_name": "CSC Upshot Ventures"
}
],
"investing_individuals": [
"David J. Namdar"
]
},
{
"funding_currency": null,
"funding_raised": null,
"funding_round_date": "2016-01-01",
"funding_type": "series_a",
"investing_companies": [],
"investing_companies_details": [],
"investing_individuals": [
"David J. Namdar"
]
},
{
"funding_currency": "usd",
"funding_raised": 2200000.0,
"funding_round_date": "2016-08-01",
"funding_type": "seed",
"investing_companies": [
"OYrWqDBnva4WrUB5SFmAFgabxMHB",
"gZ6aHEllQ2gTPntv8JL8fw7zmzJK",
"dVCykZbQsVHnZM0okDdCXguzufZL",
"y3mqhC2Cik87C5A745rUcgCLdzAO",
"L6n1zCT6nWX1TwUyBhqO7gSXYSoj",
"euVwggNNeH1Jg9fCZ5mVOgZG8EDP",
"TAI8UBYpR1Q1e1bACnB2kQbCpQkP"
],
"investing_companies_details": [
{
"investing_company_id": "OYrWqDBnva4WrUB5SFmAFgabxMHB",
"investing_company_display_name": "Haystack"
},
{
"investing_company_id": "gZ6aHEllQ2gTPntv8JL8fw7zmzJK",
"investing_company_display_name": "\u66fc\u56fe\u8d44\u672cMandra Capital"
},
{
"investing_company_id": "dVCykZbQsVHnZM0okDdCXguzufZL",
"investing_company_display_name": "Landscape Capital Management"
},
{
"investing_company_id": "y3mqhC2Cik87C5A745rUcgCLdzAO",
"investing_company_display_name": "Hone Capital"
},
{
"investing_company_id": "L6n1zCT6nWX1TwUyBhqO7gSXYSoj",
"investing_company_display_name": "Susa Ventures"
},
{
"investing_company_id": "euVwggNNeH1Jg9fCZ5mVOgZG8EDP",
"investing_company_display_name": "Right Side Capital Management"
},
{
"investing_company_id": "TAI8UBYpR1Q1e1bACnB2kQbCpQkP",
"investing_company_display_name": "Forum Ventures"
}
],
"investing_individuals": [
"Joel Englander",
"Sandy Kory",
"Susan Kimberlin"
]
},
{
"funding_currency": null,
"funding_raised": null,
"funding_round_date": "2017-04-26",
"funding_type": "series_a",
"investing_companies": [
"ruzth1fTLZfE1BcRnLBN3w7GOTt0"
],
"investing_companies_details": [
{
"investing_company_id": "ruzth1fTLZfE1BcRnLBN3w7GOTt0",
"investing_company_display_name": "8VC"
}
],
"investing_individuals": []
},
{
"funding_currency": "usd",
"funding_raised": 7000000.0,
"funding_round_date": "2018-10-10",
"funding_type": "series_a",
"investing_companies": [
"L6n1zCT6nWX1TwUyBhqO7gSXYSoj",
"ruzth1fTLZfE1BcRnLBN3w7GOTt0",
"hs7cqJm3HyCrWUC03G8lCArYtRMg",
"TAI8UBYpR1Q1e1bACnB2kQbCpQkP"
],
"investing_companies_details": [
{
"investing_company_id": "L6n1zCT6nWX1TwUyBhqO7gSXYSoj",
"investing_company_display_name": "Susa Ventures"
},
{
"investing_company_id": "ruzth1fTLZfE1BcRnLBN3w7GOTt0",
"investing_company_display_name": "8VC"
},
{
"investing_company_id": "hs7cqJm3HyCrWUC03G8lCArYtRMg",
"investing_company_display_name": "Founders Fund"
},
{
"investing_company_id": "TAI8UBYpR1Q1e1bACnB2kQbCpQkP",
"investing_company_display_name": "Forum Ventures"
}
],
"investing_individuals": []
},
{
"funding_currency": "usd",
"funding_raised": 45000000.0,
"funding_round_date": "2021-11-16",
"funding_type": "series_b",
"investing_companies": [
"UHKkwjzET0f4c2FLBt5BOgB7eZH9",
"s5O9wCcVnokBzzvX4TQwEwg07z1L"
],
"investing_companies_details": [
{
"investing_company_id": "UHKkwjzET0f4c2FLBt5BOgB7eZH9",
"investing_company_display_name": "Flex Capital"
},
{
"investing_company_id": "s5O9wCcVnokBzzvX4TQwEwg07z1L",
"investing_company_display_name": "Craft Ventures"
}
],
"investing_individuals": [
"Guillaume \"G\" Cabane"
]
},
{
"funding_currency": "usd",
"funding_raised": 500000.0,
"funding_round_date": "2015-06-12",
"funding_type": "pre_seed",
"investing_companies": [
"TAI8UBYpR1Q1e1bACnB2kQbCpQkP",
"euVwggNNeH1Jg9fCZ5mVOgZG8EDP"
],
"investing_companies_details": [
{
"investing_company_id": "TAI8UBYpR1Q1e1bACnB2kQbCpQkP",
"investing_company_display_name": "Forum Ventures"
},
{
"investing_company_id": "euVwggNNeH1Jg9fCZ5mVOgZG8EDP",
"investing_company_display_name": "Right Side Capital Management"
}
],
"investing_individuals": []
}
],
"active_job_postings": 3,
"active_job_postings_by_class": {
"other_uncategorized": 0,
"services": 1,
"general_and_administrative": 0,
"sales_and_marketing": 0,
"research_and_development": 2
},
"active_job_postings_by_country": {
"remote_location": 3
},
"active_job_postings_by_metro": {
"remote_location": 3
},
"active_job_postings_by_month": {
"2024-10": 1,
"2024-11": 1,
"2024-12": 4,
"2025-01": 6,
"2025-02": 7,
"2025-03": 7,
"2025-04": 4,
"2025-05": 6,
"2025-06": 5,
"2025-07": 7,
"2025-08": 7,
"2025-09": 5,
"2025-10": 7,
"2025-11": 7,
"2025-12": 7,
"2026-01": 5,
"2026-02": 5,
"2026-03": 5,
"2026-04": 3,
"2026-05": 1,
"2026-06": 2,
"2026-07": 3
},
"active_job_postings_by_role": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 0,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 0,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 2
},
"active_job_postings_by_sub_role": {
"other_uncategorized": 1,
"advisor": 0,
"board_member": 0,
"investor": 0,
"agriculture": 0,
"construction": 0,
"electric": 0,
"mechanic": 0,
"plumbing": 0,
"health_and_safety": 0,
"machinist": 0,
"quality_assurance": 0,
"restaurants": 0,
"retail": 0,
"emergency_services": 0,
"judicial": 0,
"military": 0,
"political": 0,
"protective_service": 0,
"social_service": 0,
"account_management": 0,
"customer_success": 1,
"customer_support": 0,
"fraud": 0,
"academic": 0,
"financial": 0,
"scientific": 0,
"product_design": 0,
"product_management": 0,
"curation": 0,
"primary_and_secondary": 0,
"professor": 0,
"student": 0,
"tour_and_travel": 0,
"human_resources": 0,
"recruiting": 0,
"talent_analytics": 0,
"training": 0,
"compliance": 0,
"legal": 0,
"administrative": 0,
"aides": 0,
"building_and_grounds": 0,
"corporate_development": 0,
"executive": 0,
"investor_relations": 0,
"strategy": 0,
"logistics": 0,
"project_management": 0,
"transport": 0,
"warehouse": 0,
"accounting_services": 0,
"architecture": 0,
"consulting": 0,
"investment_banking": 0,
"legal_services": 0,
"marketing_services": 0,
"translation": 0,
"artist": 0,
"entertainment": 0,
"fashion": 0,
"graphic_design": 0,
"hair_stylist": 0,
"journalism": 0,
"brand": 0,
"content": 0,
"growth": 0,
"marketing_design": 0,
"business_development": 0,
"partnerships": 0,
"implementation": 0,
"solutions_engineer": 0,
"account_executive": 0,
"insurance": 0,
"realtor": 0,
"sales_development": 0,
"dental": 0,
"doctor": 0,
"fitness": 0,
"nursing": 0,
"pharmacy": 0,
"therapy": 0,
"veterinarian": 0,
"wellness": 0,
"business_analyst": 0,
"data_analyst": 0,
"revenue_operations": 0,
"accounting": 0,
"bookkeeping": 0,
"procurement": 0,
"planning_and_analysis": 0,
"risk": 0,
"chemical": 0,
"data_engineering": 0,
"data_science": 0,
"devops": 0,
"electrical": 0,
"hardware": 0,
"industrial": 0,
"information_technology": 0,
"mechanical": 0,
"network": 0,
"qa_engineering": 0,
"security": 0,
"software": 0,
"web": 1
},
"annualized_employee_turnover_rate": {
"3_month": 0.0892,
"6_month": 0.0451,
"12_month": 0.0911,
"24_month": 0.1376
},
"average_employee_tenure": 2.914,
"average_tenure_by_role": {
"advisory": 2.917,
"trade": 0.0,
"manufacturing": 0.0,
"hospitality": 0.0,
"public_service": 0.0,
"support": 1.944,
"research": 2.792,
"product": 2.423,
"education": 0.0,
"human_resources": 2.314,
"legal": 0.0,
"operations": 3.516,
"fulfillment": 2.133,
"professional_service": 0.0,
"creative": 1.833,
"marketing": 2.01,
"partnerships": 1.808,
"sales_engineering": 2.346,
"sales": 2.193,
"health": 0.0,
"analyst": 1.932,
"finance": 4.933,
"engineering": 2.968
},
"average_tenure_by_level": {
"unpaid": 0.0,
"cxo": 5.292,
"partner": 0.0,
"owner": 10.139,
"director": 2.009,
"vp": 2.85,
"senior": 2.193,
"manager": 2.066,
"entry": 0.0,
"training": 0.5
},
"deactivated_job_postings": 0,
"deactivated_job_postings_by_class": {
"other_uncategorized": 0,
"services": 0,
"general_and_administrative": 0,
"sales_and_marketing": 0,
"research_and_development": 0
},
"deactivated_job_postings_by_month": {
"2024-10": 0,
"2024-11": 0,
"2024-12": 1,
"2025-01": 1,
"2025-02": 1,
"2025-03": 5,
"2025-04": 1,
"2025-05": 1,
"2025-06": 0,
"2025-07": 1,
"2025-08": 2,
"2025-09": 0,
"2025-10": 0,
"2025-11": 7,
"2025-12": 3,
"2026-01": 1,
"2026-02": 0,
"2026-03": 2,
"2026-04": 2,
"2026-05": 1,
"2026-06": 0,
"2026-07": 0
},
"deactivated_job_postings_by_role": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 0,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 0,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 0
},
"deactivated_job_postings_by_sub_role": {
"other_uncategorized": 0,
"advisor": 0,
"board_member": 0,
"investor": 0,
"agriculture": 0,
"construction": 0,
"electric": 0,
"mechanic": 0,
"plumbing": 0,
"health_and_safety": 0,
"machinist": 0,
"quality_assurance": 0,
"restaurants": 0,
"retail": 0,
"emergency_services": 0,
"judicial": 0,
"military": 0,
"political": 0,
"protective_service": 0,
"social_service": 0,
"account_management": 0,
"customer_success": 0,
"customer_support": 0,
"fraud": 0,
"academic": 0,
"financial": 0,
"scientific": 0,
"product_design": 0,
"product_management": 0,
"curation": 0,
"primary_and_secondary": 0,
"professor": 0,
"student": 0,
"tour_and_travel": 0,
"human_resources": 0,
"recruiting": 0,
"talent_analytics": 0,
"training": 0,
"compliance": 0,
"legal": 0,
"administrative": 0,
"aides": 0,
"building_and_grounds": 0,
"corporate_development": 0,
"executive": 0,
"investor_relations": 0,
"strategy": 0,
"logistics": 0,
"project_management": 0,
"transport": 0,
"warehouse": 0,
"accounting_services": 0,
"architecture": 0,
"consulting": 0,
"investment_banking": 0,
"legal_services": 0,
"marketing_services": 0,
"translation": 0,
"artist": 0,
"entertainment": 0,
"fashion": 0,
"graphic_design": 0,
"hair_stylist": 0,
"journalism": 0,
"brand": 0,
"content": 0,
"growth": 0,
"marketing_design": 0,
"business_development": 0,
"partnerships": 0,
"implementation": 0,
"solutions_engineer": 0,
"account_executive": 0,
"insurance": 0,
"realtor": 0,
"sales_development": 0,
"dental": 0,
"doctor": 0,
"fitness": 0,
"nursing": 0,
"pharmacy": 0,
"therapy": 0,
"veterinarian": 0,
"wellness": 0,
"business_analyst": 0,
"data_analyst": 0,
"revenue_operations": 0,
"accounting": 0,
"bookkeeping": 0,
"procurement": 0,
"planning_and_analysis": 0,
"risk": 0,
"chemical": 0,
"data_engineering": 0,
"data_science": 0,
"devops": 0,
"electrical": 0,
"hardware": 0,
"industrial": 0,
"information_technology": 0,
"mechanical": 0,
"network": 0,
"qa_engineering": 0,
"security": 0,
"software": 0,
"web": 0
},
"technologies_used": [
{
"product_id": "ZjA0ZGUyYzgyNDRmM2U5Nz",
"name": "Databricks",
"num_job_posting_mentions": 14,
"job_posting_first_observed": "2024-12-08",
"job_posting_last_observed": "2026-07-01",
"num_resume_mentions": 6,
"resume_first_observed": "2020-06-01",
"resume_last_observed": "2026-07-01",
"inferred_first_used": "2024-12-08",
"inferred_last_used": "2026-07-01"
},
{
"product_id": "Y2YzNzRmMDEwNDU3ZGRjMD",
"name": "Apache Spark",
"num_job_posting_mentions": 14,
"job_posting_first_observed": "2024-12-08",
"job_posting_last_observed": "2026-07-01",
"num_resume_mentions": 6,
"resume_first_observed": "2021-05-01",
"resume_last_observed": "2026-07-01",
"inferred_first_used": "2024-03-01",
"inferred_last_used": "2026-07-01"
}
],
"employee_churn_rate": {
"3_month": 0.0,
"6_month": 0.0,
"12_month": 0.0,
"24_month": 0.0
},
"employee_count_by_country": {
"canada": 1,
"other_uncategorized": 2,
"united states": 85
},
"employee_count_by_month": {
"2015-03": 3,
"2015-04": 3,
"2015-05": 3,
"2015-06": 4,
"2015-07": 5,
"2015-08": 7,
"2015-09": 7,
"2015-10": 7,
"2015-11": 7,
"2015-12": 7,
"2016-01": 7,
"2016-02": 8,
"2016-03": 8,
"2016-04": 9,
"2016-05": 10,
"2016-06": 10,
"2016-07": 10,
"2016-08": 10,
"2016-09": 10,
"2016-10": 11,
"2016-11": 11,
"2016-12": 11,
"2017-01": 11,
"2017-02": 11,
"2017-03": 11,
"2017-04": 12,
"2017-05": 14,
"2017-06": 14,
"2017-07": 14,
"2017-08": 15,
"2017-09": 15,
"2017-10": 16,
"2017-11": 16,
"2017-12": 16,
"2018-01": 18,
"2018-02": 19,
"2018-03": 19,
"2018-04": 19,
"2018-05": 21,
"2018-06": 23,
"2018-07": 24,
"2018-08": 24,
"2018-09": 24,
"2018-10": 25,
"2018-11": 27,
"2018-12": 25,
"2019-01": 32,
"2019-02": 32,
"2019-03": 34,
"2019-04": 36,
"2019-05": 36,
"2019-06": 35,
"2019-07": 33,
"2019-08": 33,
"2019-09": 33,
"2019-10": 33,
"2019-11": 34,
"2019-12": 36,
"2020-01": 43,
"2020-02": 43,
"2020-03": 44,
"2020-04": 43,
"2020-05": 42,
"2020-06": 44,
"2020-07": 46,
"2020-08": 44,
"2020-09": 47,
"2020-10": 48,
"2020-11": 50,
"2020-12": 52,
"2021-01": 54,
"2021-02": 59,
"2021-03": 64,
"2021-04": 66,
"2021-05": 70,
"2021-06": 73,
"2021-07": 75,
"2021-08": 76,
"2021-09": 76,
"2021-10": 81,
"2021-11": 83,
"2021-12": 85,
"2022-01": 90,
"2022-02": 91,
"2022-03": 100,
"2022-04": 103,
"2022-05": 106,
"2022-06": 109,
"2022-07": 113,
"2022-08": 117,
"2022-09": 119,
"2022-10": 121,
"2022-11": 123,
"2022-12": 123,
"2023-01": 111,
"2023-02": 109,
"2023-03": 109,
"2023-04": 109,
"2023-05": 109,
"2023-06": 105,
"2023-07": 103,
"2023-08": 105,
"2023-09": 105,
"2023-10": 102,
"2023-11": 100,
"2023-12": 100,
"2024-01": 97,
"2024-02": 94,
"2024-03": 93,
"2024-04": 93,
"2024-05": 88,
"2024-06": 87,
"2024-07": 87,
"2024-08": 86,
"2024-09": 87,
"2024-10": 86,
"2024-11": 85,
"2024-12": 85,
"2025-01": 87,
"2025-02": 88,
"2025-03": 85,
"2025-04": 88,
"2025-05": 86,
"2025-06": 88,
"2025-07": 88,
"2025-08": 88,
"2025-09": 88,
"2025-10": 86,
"2025-11": 86,
"2025-12": 86,
"2026-01": 88,
"2026-02": 86,
"2026-03": 88,
"2026-04": 89,
"2026-05": 90,
"2026-06": 90,
"2026-07": 89
},
"employee_count_by_role": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 5,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"employee_count_by_sub_role": {
"other_uncategorized": 19,
"advisor": 1,
"board_member": 0,
"investor": 0,
"agriculture": 0,
"construction": 0,
"electric": 0,
"mechanic": 0,
"plumbing": 0,
"health_and_safety": 0,
"machinist": 0,
"quality_assurance": 0,
"restaurants": 0,
"retail": 0,
"emergency_services": 0,
"judicial": 0,
"military": 0,
"political": 0,
"protective_service": 0,
"social_service": 0,
"account_management": 0,
"customer_success": 6,
"customer_support": 1,
"fraud": 0,
"academic": 0,
"financial": 0,
"scientific": 0,
"product_design": 1,
"product_management": 4,
"curation": 0,
"primary_and_secondary": 0,
"professor": 0,
"student": 0,
"tour_and_travel": 0,
"human_resources": 2,
"recruiting": 1,
"talent_analytics": 0,
"training": 2,
"compliance": 0,
"legal": 0,
"administrative": 2,
"aides": 1,
"building_and_grounds": 0,
"corporate_development": 0,
"executive": 3,
"investor_relations": 0,
"strategy": 0,
"logistics": 0,
"project_management": 0,
"transport": 0,
"warehouse": 0,
"accounting_services": 0,
"architecture": 0,
"consulting": 0,
"investment_banking": 0,
"legal_services": 0,
"marketing_services": 0,
"translation": 0,
"artist": 0,
"entertainment": 0,
"fashion": 0,
"graphic_design": 0,
"hair_stylist": 0,
"journalism": 0,
"brand": 1,
"content": 1,
"growth": 1,
"marketing_design": 0,
"business_development": 3,
"partnerships": 0,
"implementation": 0,
"solutions_engineer": 5,
"account_executive": 12,
"insurance": 0,
"realtor": 0,
"sales_development": 0,
"dental": 0,
"doctor": 0,
"fitness": 0,
"nursing": 0,
"pharmacy": 0,
"therapy": 0,
"veterinarian": 0,
"wellness": 0,
"business_analyst": 0,
"data_analyst": 1,
"revenue_operations": 3,
"accounting": 1,
"bookkeeping": 0,
"procurement": 0,
"planning_and_analysis": 0,
"risk": 0,
"chemical": 0,
"data_engineering": 6,
"data_science": 1,
"devops": 0,
"electrical": 0,
"hardware": 0,
"industrial": 0,
"information_technology": 0,
"mechanical": 0,
"network": 0,
"qa_engineering": 0,
"security": 1,
"software": 10,
"web": 0
},
"employee_count_by_class": {
"other_uncategorized": 3,
"services": 7,
"general_and_administrative": 21,
"sales_and_marketing": 28,
"research_and_development": 30
},
"employee_count_by_month_by_level": {
"2015-03": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 0,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-04": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 0,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-05": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 0,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-06": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 1,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-07": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 1,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-08": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-09": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-10": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-11": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2015-12": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-01": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-02": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-03": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 0,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-04": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-05": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-06": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-07": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-08": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-09": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-10": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-11": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2016-12": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 3,
"senior": 1,
"manager": 0,
"entry": 0,
"training": 0
},
"2017-01": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 2,
"manager": 0,
"entry": 0,
"training": 0
},
"2017-02": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 2,
"manager": 0,
"entry": 0,
"training": 0
},
"2017-03": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 2,
"manager": 0,
"entry": 0,
"training": 0
},
"2017-04": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 2,
"manager": 0,
"entry": 0,
"training": 0
},
"2017-05": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 2,
"manager": 0,
"entry": 0,
"training": 0
},
"2017-06": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 2,
"manager": 1,
"entry": 0,
"training": 0
},
"2017-07": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 2,
"manager": 1,
"entry": 0,
"training": 0
},
"2017-08": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 2,
"senior": 3,
"manager": 1,
"entry": 0,
"training": 0
},
"2017-09": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 0
},
"2017-10": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 5,
"manager": 1,
"entry": 0,
"training": 0
},
"2017-11": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 2,
"senior": 5,
"manager": 1,
"entry": 0,
"training": 0
},
"2017-12": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 1,
"senior": 5,
"manager": 1,
"entry": 0,
"training": 0
},
"2018-01": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 0,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 0
},
"2018-02": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 0
},
"2018-03": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 0
},
"2018-04": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 0
},
"2018-05": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 2
},
"2018-06": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 3
},
"2018-07": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 3
},
"2018-08": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 1,
"entry": 0,
"training": 3
},
"2018-09": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 6,
"manager": 2,
"entry": 0,
"training": 3
},
"2018-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 5,
"manager": 2,
"entry": 0,
"training": 2
},
"2018-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 5,
"manager": 2,
"entry": 0,
"training": 2
},
"2018-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 5,
"manager": 2,
"entry": 0,
"training": 0
},
"2019-01": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 5,
"manager": 2,
"entry": 0,
"training": 1
},
"2019-02": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 4,
"manager": 2,
"entry": 0,
"training": 1
},
"2019-03": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 1,
"vp": 1,
"senior": 4,
"manager": 2,
"entry": 0,
"training": 1
},
"2019-04": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 2,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 1
},
"2019-05": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 2,
"vp": 1,
"senior": 4,
"manager": 2,
"entry": 0,
"training": 1
},
"2019-06": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 3,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 1
},
"2019-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 3,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 0
},
"2019-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 3,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 0
},
"2019-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 3,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 0
},
"2019-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 3,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 0
},
"2019-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 3,
"vp": 1,
"senior": 4,
"manager": 1,
"entry": 0,
"training": 0
},
"2019-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 1,
"senior": 5,
"manager": 1,
"entry": 0,
"training": 0
},
"2020-01": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 1,
"senior": 6,
"manager": 3,
"entry": 0,
"training": 0
},
"2020-02": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 1,
"senior": 6,
"manager": 3,
"entry": 0,
"training": 0
},
"2020-03": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 5,
"vp": 1,
"senior": 7,
"manager": 2,
"entry": 0,
"training": 0
},
"2020-04": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 5,
"vp": 1,
"senior": 7,
"manager": 2,
"entry": 0,
"training": 0
},
"2020-05": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 1,
"senior": 7,
"manager": 2,
"entry": 0,
"training": 0
},
"2020-06": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 5,
"vp": 1,
"senior": 7,
"manager": 3,
"entry": 0,
"training": 0
},
"2020-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 1,
"senior": 7,
"manager": 5,
"entry": 0,
"training": 0
},
"2020-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 1,
"senior": 7,
"manager": 6,
"entry": 0,
"training": 0
},
"2020-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 1,
"senior": 10,
"manager": 5,
"entry": 0,
"training": 0
},
"2020-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 1,
"senior": 10,
"manager": 6,
"entry": 0,
"training": 0
},
"2020-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 1,
"senior": 11,
"manager": 6,
"entry": 0,
"training": 0
},
"2020-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 2,
"senior": 11,
"manager": 7,
"entry": 0,
"training": 0
},
"2021-01": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 2,
"senior": 12,
"manager": 8,
"entry": 0,
"training": 0
},
"2021-02": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 2,
"senior": 12,
"manager": 13,
"entry": 0,
"training": 0
},
"2021-03": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 2,
"senior": 14,
"manager": 16,
"entry": 0,
"training": 0
},
"2021-04": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 7,
"vp": 2,
"senior": 14,
"manager": 17,
"entry": 0,
"training": 0
},
"2021-05": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 2,
"senior": 16,
"manager": 18,
"entry": 0,
"training": 0
},
"2021-06": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 2,
"senior": 18,
"manager": 16,
"entry": 0,
"training": 0
},
"2021-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 3,
"senior": 17,
"manager": 16,
"entry": 0,
"training": 0
},
"2021-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 3,
"senior": 15,
"manager": 18,
"entry": 0,
"training": 0
},
"2021-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 3,
"senior": 15,
"manager": 18,
"entry": 0,
"training": 0
},
"2021-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 4,
"senior": 19,
"manager": 17,
"entry": 0,
"training": 0
},
"2021-11": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 3,
"senior": 20,
"manager": 17,
"entry": 0,
"training": 0
},
"2021-12": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 4,
"senior": 19,
"manager": 19,
"entry": 0,
"training": 0
},
"2022-01": {
"unpaid": 0,
"cxo": 5,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 4,
"senior": 21,
"manager": 22,
"entry": 0,
"training": 0
},
"2022-02": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 4,
"senior": 21,
"manager": 24,
"entry": 0,
"training": 0
},
"2022-03": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 5,
"senior": 22,
"manager": 24,
"entry": 0,
"training": 0
},
"2022-04": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 5,
"senior": 24,
"manager": 24,
"entry": 0,
"training": 0
},
"2022-05": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 11,
"vp": 5,
"senior": 26,
"manager": 26,
"entry": 0,
"training": 0
},
"2022-06": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 11,
"vp": 5,
"senior": 26,
"manager": 26,
"entry": 0,
"training": 0
},
"2022-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 5,
"senior": 25,
"manager": 30,
"entry": 0,
"training": 0
},
"2022-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 5,
"senior": 28,
"manager": 29,
"entry": 0,
"training": 0
},
"2022-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 5,
"senior": 29,
"manager": 28,
"entry": 0,
"training": 0
},
"2022-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 5,
"senior": 29,
"manager": 29,
"entry": 0,
"training": 0
},
"2022-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 5,
"senior": 30,
"manager": 29,
"entry": 0,
"training": 0
},
"2022-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 13,
"vp": 4,
"senior": 30,
"manager": 30,
"entry": 0,
"training": 0
},
"2023-01": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 13,
"vp": 5,
"senior": 27,
"manager": 24,
"entry": 0,
"training": 0
},
"2023-02": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 14,
"vp": 5,
"senior": 25,
"manager": 25,
"entry": 0,
"training": 0
},
"2023-03": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 13,
"vp": 5,
"senior": 26,
"manager": 25,
"entry": 0,
"training": 0
},
"2023-04": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 3,
"senior": 26,
"manager": 27,
"entry": 0,
"training": 0
},
"2023-05": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 12,
"vp": 3,
"senior": 26,
"manager": 27,
"entry": 0,
"training": 0
},
"2023-06": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 3,
"senior": 27,
"manager": 28,
"entry": 0,
"training": 0
},
"2023-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 3,
"senior": 27,
"manager": 27,
"entry": 0,
"training": 0
},
"2023-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 3,
"senior": 29,
"manager": 27,
"entry": 0,
"training": 0
},
"2023-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 10,
"vp": 3,
"senior": 29,
"manager": 27,
"entry": 0,
"training": 0
},
"2023-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 3,
"senior": 29,
"manager": 27,
"entry": 0,
"training": 0
},
"2023-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 3,
"senior": 29,
"manager": 26,
"entry": 0,
"training": 0
},
"2023-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 4,
"senior": 30,
"manager": 25,
"entry": 0,
"training": 0
},
"2024-01": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 4,
"senior": 30,
"manager": 25,
"entry": 0,
"training": 0
},
"2024-02": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 9,
"vp": 4,
"senior": 26,
"manager": 25,
"entry": 0,
"training": 0
},
"2024-03": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 4,
"senior": 26,
"manager": 25,
"entry": 0,
"training": 0
},
"2024-04": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 8,
"vp": 4,
"senior": 27,
"manager": 24,
"entry": 0,
"training": 0
},
"2024-05": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 4,
"senior": 22,
"manager": 23,
"entry": 0,
"training": 0
},
"2024-06": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 6,
"vp": 4,
"senior": 22,
"manager": 23,
"entry": 0,
"training": 0
},
"2024-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 5,
"vp": 4,
"senior": 21,
"manager": 23,
"entry": 0,
"training": 0
},
"2024-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 3,
"director": 5,
"vp": 4,
"senior": 21,
"manager": 23,
"entry": 0,
"training": 0
},
"2024-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 5,
"vp": 3,
"senior": 22,
"manager": 22,
"entry": 0,
"training": 0
},
"2024-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 5,
"vp": 3,
"senior": 21,
"manager": 22,
"entry": 0,
"training": 0
},
"2024-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 5,
"vp": 3,
"senior": 21,
"manager": 21,
"entry": 0,
"training": 0
},
"2024-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 5,
"vp": 3,
"senior": 21,
"manager": 21,
"entry": 0,
"training": 0
},
"2025-01": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 6,
"vp": 3,
"senior": 23,
"manager": 23,
"entry": 0,
"training": 0
},
"2025-02": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 6,
"vp": 3,
"senior": 25,
"manager": 23,
"entry": 0,
"training": 0
},
"2025-03": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 5,
"vp": 3,
"senior": 24,
"manager": 23,
"entry": 0,
"training": 0
},
"2025-04": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 6,
"vp": 3,
"senior": 25,
"manager": 22,
"entry": 0,
"training": 0
},
"2025-05": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 22,
"manager": 22,
"entry": 0,
"training": 0
},
"2025-06": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 21,
"manager": 24,
"entry": 0,
"training": 0
},
"2025-07": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 20,
"manager": 24,
"entry": 0,
"training": 0
},
"2025-08": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 20,
"manager": 23,
"entry": 0,
"training": 0
},
"2025-09": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 20,
"manager": 23,
"entry": 0,
"training": 0
},
"2025-10": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 8,
"vp": 3,
"senior": 19,
"manager": 22,
"entry": 0,
"training": 0
},
"2025-11": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 8,
"vp": 3,
"senior": 19,
"manager": 22,
"entry": 0,
"training": 0
},
"2025-12": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 8,
"vp": 3,
"senior": 19,
"manager": 22,
"entry": 0,
"training": 0
},
"2026-01": {
"unpaid": 0,
"cxo": 4,
"partner": 0,
"owner": 1,
"director": 8,
"vp": 3,
"senior": 21,
"manager": 25,
"entry": 0,
"training": 0
},
"2026-02": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 22,
"manager": 25,
"entry": 0,
"training": 0
},
"2026-03": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 22,
"manager": 25,
"entry": 0,
"training": 0
},
"2026-04": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 23,
"manager": 25,
"entry": 0,
"training": 0
},
"2026-05": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 24,
"manager": 25,
"entry": 0,
"training": 0
},
"2026-06": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 24,
"manager": 25,
"entry": 0,
"training": 0
},
"2026-07": {
"unpaid": 0,
"cxo": 3,
"partner": 0,
"owner": 1,
"director": 7,
"vp": 3,
"senior": 24,
"manager": 24,
"entry": 0,
"training": 0
}
},
"employee_count_by_month_by_role": {
"2015-03": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 0,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 0
},
"2015-04": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 0,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 0
},
"2015-05": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 0,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 0
},
"2015-06": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 0
},
"2015-07": {
"other_uncategorized": 0,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 0
},
"2015-08": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2015-09": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2015-10": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2015-11": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2015-12": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2016-01": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2016-02": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2016-03": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2016-04": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 0,
"engineering": 1
},
"2016-05": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-06": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-07": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-08": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-09": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-10": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 1,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-11": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 1,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2016-12": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 1,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 1
},
"2017-01": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 1,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 2
},
"2017-02": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 3
},
"2017-03": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 3
},
"2017-04": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 3
},
"2017-05": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 4
},
"2017-06": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 4
},
"2017-07": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 4
},
"2017-08": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 1,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 6
},
"2017-09": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 5
},
"2017-10": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 6
},
"2017-11": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 2,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 6
},
"2017-12": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 2,
"sales_engineering": 0,
"sales": 2,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 7
},
"2018-01": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 8
},
"2018-02": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 3,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 9
},
"2018-03": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 9
},
"2018-04": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 9
},
"2018-05": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 11
},
"2018-06": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 2,
"finance": 1,
"engineering": 12
},
"2018-07": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 2,
"finance": 1,
"engineering": 12
},
"2018-08": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 1,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 2,
"finance": 1,
"engineering": 12
},
"2018-09": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 1,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 12
},
"2018-10": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 2,
"partnerships": 1,
"sales_engineering": 0,
"sales": 3,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 13
},
"2018-11": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 2,
"partnerships": 1,
"sales_engineering": 0,
"sales": 4,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 14
},
"2018-12": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 2,
"partnerships": 0,
"sales_engineering": 0,
"sales": 5,
"health": 0,
"analyst": 0,
"finance": 1,
"engineering": 12
},
"2019-01": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 3,
"partnerships": 0,
"sales_engineering": 0,
"sales": 6,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 15
},
"2019-02": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 3,
"partnerships": 0,
"sales_engineering": 0,
"sales": 6,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 15
},
"2019-03": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 3,
"partnerships": 0,
"sales_engineering": 0,
"sales": 8,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 15
},
"2019-04": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 3,
"partnerships": 0,
"sales_engineering": 0,
"sales": 8,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 17
},
"2019-05": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 3,
"partnerships": 0,
"sales_engineering": 0,
"sales": 8,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 17
},
"2019-06": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 9,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 17
},
"2019-07": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 9,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 16
},
"2019-08": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 9,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 16
},
"2019-09": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 9,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 16
},
"2019-10": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 9,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 16
},
"2019-11": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 10,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 16
},
"2019-12": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 0,
"research": 0,
"product": 0,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 11,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 17
},
"2020-01": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 1,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 15,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 18
},
"2020-02": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 1,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 15,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 18
},
"2020-03": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 1,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 16,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 18
},
"2020-04": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 2,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 15,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 17
},
"2020-05": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 2,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 4,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 14,
"health": 0,
"analyst": 1,
"finance": 1,
"engineering": 17
},
"2020-06": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 2,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 13,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 18
},
"2020-07": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 2,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 15,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 17
},
"2020-08": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 1,
"research": 0,
"product": 2,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 13,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 17
},
"2020-09": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 2,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 0,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 13,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 17
},
"2020-10": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 2,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 1,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 13,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 17
},
"2020-11": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 2,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 1,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 13,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 18
},
"2020-12": {
"other_uncategorized": 1,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 2,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 1,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 0,
"partnerships": 0,
"sales_engineering": 0,
"sales": 15,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 18
},
"2021-01": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 2,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 2,
"legal": 0,
"operations": 5,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 1,
"partnerships": 0,
"sales_engineering": 0,
"sales": 16,
"health": 0,
"analyst": 0,
"finance": 2,
"engineering": 18
},
"2021-02": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 2,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 2,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 2,
"partnerships": 0,
"sales_engineering": 2,
"sales": 16,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 18
},
"2021-03": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 3,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 2,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 2,
"partnerships": 0,
"sales_engineering": 3,
"sales": 17,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 20
},
"2021-04": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 3,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 2,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 3,
"partnerships": 0,
"sales_engineering": 3,
"sales": 17,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 21
},
"2021-05": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 3,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 3,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 4,
"partnerships": 0,
"sales_engineering": 3,
"sales": 18,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 21
},
"2021-06": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 3,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 4,
"partnerships": 0,
"sales_engineering": 3,
"sales": 18,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 23
},
"2021-07": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 3,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 1,
"sales_engineering": 3,
"sales": 18,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 23
},
"2021-08": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 3,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 1,
"sales_engineering": 2,
"sales": 19,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 23
},
"2021-09": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 3,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 1,
"sales_engineering": 2,
"sales": 19,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 23
},
"2021-10": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 4,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 2,
"sales_engineering": 3,
"sales": 18,
"health": 0,
"analyst": 1,
"finance": 2,
"engineering": 25
},
"2021-11": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 4,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 2,
"sales_engineering": 4,
"sales": 17,
"health": 0,
"analyst": 2,
"finance": 2,
"engineering": 26
},
"2021-12": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 2,
"sales_engineering": 4,
"sales": 17,
"health": 0,
"analyst": 2,
"finance": 2,
"engineering": 26
},
"2022-01": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 2,
"sales_engineering": 4,
"sales": 20,
"health": 0,
"analyst": 2,
"finance": 2,
"engineering": 27
},
"2022-02": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 5,
"partnerships": 2,
"sales_engineering": 4,
"sales": 21,
"health": 0,
"analyst": 2,
"finance": 2,
"engineering": 27
},
"2022-03": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 6,
"partnerships": 3,
"sales_engineering": 4,
"sales": 21,
"health": 0,
"analyst": 2,
"finance": 2,
"engineering": 30
},
"2022-04": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 7,
"partnerships": 4,
"sales_engineering": 4,
"sales": 20,
"health": 0,
"analyst": 2,
"finance": 2,
"engineering": 32
},
"2022-05": {
"other_uncategorized": 2,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 7,
"partnerships": 4,
"sales_engineering": 4,
"sales": 21,
"health": 0,
"analyst": 3,
"finance": 2,
"engineering": 32
},
"2022-06": {
"other_uncategorized": 3,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 9,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 7,
"partnerships": 4,
"sales_engineering": 4,
"sales": 23,
"health": 0,
"analyst": 3,
"finance": 3,
"engineering": 31
},
"2022-07": {
"other_uncategorized": 3,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 8,
"fulfillment": 1,
"professional_service": 0,
"creative": 1,
"marketing": 8,
"partnerships": 4,
"sales_engineering": 4,
"sales": 23,
"health": 0,
"analyst": 2,
"finance": 4,
"engineering": 33
},
"2022-08": {
"other_uncategorized": 3,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 8,
"fulfillment": 3,
"professional_service": 0,
"creative": 1,
"marketing": 8,
"partnerships": 4,
"sales_engineering": 4,
"sales": 24,
"health": 0,
"analyst": 2,
"finance": 4,
"engineering": 34
},
"2022-09": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 7,
"partnerships": 5,
"sales_engineering": 4,
"sales": 27,
"health": 0,
"analyst": 3,
"finance": 4,
"engineering": 34
},
"2022-10": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 7,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 5,
"sales_engineering": 5,
"sales": 27,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 35
},
"2022-11": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 7,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 5,
"sales_engineering": 5,
"sales": 28,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 36
},
"2022-12": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 7,
"partnerships": 5,
"sales_engineering": 5,
"sales": 28,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 36
},
"2023-01": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 4,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 5,
"sales_engineering": 5,
"sales": 27,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 30
},
"2023-02": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 5,
"sales_engineering": 5,
"sales": 26,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 29
},
"2023-03": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 5,
"sales_engineering": 6,
"sales": 25,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 29
},
"2023-04": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 5,
"sales_engineering": 6,
"sales": 25,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 29
},
"2023-05": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 4,
"sales_engineering": 6,
"sales": 27,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 28
},
"2023-06": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 6,
"partnerships": 4,
"sales_engineering": 6,
"sales": 25,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2023-07": {
"other_uncategorized": 4,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 2,
"product": 5,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 6,
"sales": 23,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2023-08": {
"other_uncategorized": 3,
"advisory": 0,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 2,
"product": 5,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 6,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 6,
"sales": 24,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2023-09": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 6,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 6,
"sales": 25,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2023-10": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 6,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 24,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2023-11": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 6,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 23,
"health": 0,
"analyst": 3,
"finance": 4,
"engineering": 27
},
"2023-12": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 3,
"sales_engineering": 6,
"sales": 22,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2024-01": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 5,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 3,
"sales_engineering": 6,
"sales": 19,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2024-02": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 17,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2024-03": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 7,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 27
},
"2024-04": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 3,
"education": 0,
"human_resources": 7,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 8,
"sales": 17,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"2024-05": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 15,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 24
},
"2024-06": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 24
},
"2024-07": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 13,
"health": 0,
"analyst": 3,
"finance": 4,
"engineering": 25
},
"2024-08": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 6,
"sales": 13,
"health": 0,
"analyst": 3,
"finance": 4,
"engineering": 25
},
"2024-09": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 4,
"legal": 0,
"operations": 4,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 6,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 26
},
"2024-10": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 4,
"legal": 0,
"operations": 4,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 6,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"2024-11": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 4,
"legal": 0,
"operations": 4,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"2024-12": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 4,
"education": 0,
"human_resources": 4,
"legal": 0,
"operations": 4,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"2025-01": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 5,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 24
},
"2025-02": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 5,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 4,
"sales": 15,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 24
},
"2025-03": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 5,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 3,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 24
},
"2025-04": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 5,
"fulfillment": 3,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 3,
"sales": 15,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 23
},
"2025-05": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 6,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 3,
"sales": 15,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 22
},
"2025-06": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 6,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 3,
"sales": 15,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 22
},
"2025-07": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 4,
"sales_engineering": 4,
"sales": 15,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 22
},
"2025-08": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 22
},
"2025-09": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 2,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 22
},
"2025-10": {
"other_uncategorized": 2,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 1,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 21
},
"2025-11": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 21
},
"2025-12": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 7,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 6,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 5,
"partnerships": 4,
"sales_engineering": 4,
"sales": 14,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 21
},
"2026-01": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 1,
"product": 6,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 4,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 23
},
"2026-02": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 4,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 23
},
"2026-03": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 5,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 23
},
"2026-04": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 5,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 24
},
"2026-05": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 5,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"2026-06": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 8,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 5,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
},
"2026-07": {
"other_uncategorized": 3,
"advisory": 1,
"trade": 0,
"manufacturing": 0,
"hospitality": 0,
"public_service": 0,
"support": 7,
"research": 0,
"product": 5,
"education": 0,
"human_resources": 5,
"legal": 0,
"operations": 7,
"fulfillment": 0,
"professional_service": 0,
"creative": 0,
"marketing": 4,
"partnerships": 3,
"sales_engineering": 5,
"sales": 16,
"health": 0,
"analyst": 4,
"finance": 4,
"engineering": 25
}
},
"employee_growth_rate": {
"3_month": 0.0,
"6_month": 0.0114,
"12_month": 0.0114,
"24_month": 0.023
},
"employee_growth_rate_12_month_by_role": {
"other_uncategorized": 0.5,
"advisory": 0.0,
"trade": null,
"manufacturing": null,
"hospitality": null,
"public_service": null,
"support": 0.0,
"research": -1.0,
"product": -0.2857,
"education": null,
"human_resources": 0.0,
"legal": null,
"operations": 0.0,
"fulfillment": -1.0,
"professional_service": null,
"creative": null,
"marketing": -0.2,
"partnerships": 0.0,
"sales_engineering": 0.2,
"sales": 0.0667,
"health": null,
"analyst": 0.0,
"finance": 0.0,
"engineering": 0.1364
},
"employee_growth_rate_12_month_by_sub_role": {
"other_uncategorized": 0.1875,
"advisor": 0.0,
"board_member": null,
"investor": null,
"agriculture": null,
"construction": null,
"electric": null,
"mechanic": null,
"plumbing": null,
"health_and_safety": null,
"machinist": null,
"quality_assurance": null,
"restaurants": null,
"retail": null,
"emergency_services": null,
"judicial": null,
"military": null,
"political": null,
"protective_service": null,
"social_service": null,
"account_management": null,
"customer_success": -0.1429,
"customer_support": null,
"fraud": null,
"academic": null,
"financial": null,
"scientific": null,
"product_design": 0.0,
"product_management": -0.3333,
"curation": null,
"primary_and_secondary": null,
"professor": null,
"student": null,
"tour_and_travel": null,
"human_resources": 0.0,
"recruiting": 0.0,
"talent_analytics": null,
"training": 0.0,
"compliance": null,
"legal": null,
"administrative": 1.0,
"aides": 0.0,
"building_and_grounds": null,
"corporate_development": null,
"executive": 0.0,
"investor_relations": null,
"strategy": null,
"logistics": null,
"project_management": -1.0,
"transport": null,
"warehouse": null,
"accounting_services": null,
"architecture": null,
"consulting": null,
"investment_banking": null,
"legal_services": null,
"marketing_services": null,
"translation": null,
"artist": null,
"entertainment": null,
"fashion": null,
"graphic_design": null,
"hair_stylist": null,
"journalism": null,
"brand": 0.0,
"content": 0.0,
"growth": 0.0,
"marketing_design": null,
"business_development": 0.0,
"partnerships": null,
"implementation": null,
"solutions_engineer": 0.25,
"account_executive": 0.0,
"insurance": null,
"realtor": null,
"sales_development": null,
"dental": null,
"doctor": null,
"fitness": null,
"nursing": null,
"pharmacy": null,
"therapy": null,
"veterinarian": null,
"wellness": null,
"business_analyst": null,
"data_analyst": 0.0,
"revenue_operations": 0.5,
"accounting": 0.0,
"bookkeeping": null,
"procurement": null,
"planning_and_analysis": null,
"risk": null,
"chemical": null,
"data_engineering": 0.0,
"data_science": 0.0,
"devops": null,
"electrical": null,
"hardware": null,
"industrial": null,
"information_technology": null,
"mechanical": null,
"network": null,
"qa_engineering": null,
"security": 0.0,
"software": 0.4286,
"web": null
},
"employee_growth_rate_12_month_by_class": {
"other_uncategorized": 0.5,
"services": -0.125,
"general_and_administrative": 0.05,
"sales_and_marketing": 0.1667,
"research_and_development": 0.0
},
"employee_growth_rate_12_month_by_country": {
"uruguay": {
"current_headcount": 0,
"12_month_headcount": 0,
"12_month_growth_rate": null
},
"other_uncategorized": {
"current_headcount": 2,
"12_month_headcount": 2,
"12_month_growth_rate": 0.0
},
"philippines": {
"current_headcount": 0,
"12_month_headcount": 0,
"12_month_growth_rate": null
},
"united kingdom": {
"current_headcount": 0,
"12_month_headcount": 0,
"12_month_growth_rate": null
},
"united states": {
"current_headcount": 86,
"12_month_headcount": 84,
"12_month_growth_rate": 0.0238
},
"italy": {
"current_headcount": 0,
"12_month_headcount": 0,
"12_month_growth_rate": null
},
"georgia": {
"current_headcount": 0,
"12_month_headcount": 0,
"12_month_growth_rate": null
},
"canada": {
"current_headcount": 1,
"12_month_headcount": 2,
"12_month_growth_rate": -0.5
}
},
"employee_turnover_rate": {
"3_month": 0.0223,
"6_month": 0.0226,
"12_month": 0.0911,
"24_month": 0.2752
},
"gross_additions_by_month": {
"2015-03": 3,
"2015-04": 0,
"2015-05": 0,
"2015-06": 1,
"2015-07": 1,
"2015-08": 2,
"2015-09": 0,
"2015-10": 0,
"2015-11": 0,
"2015-12": 0,
"2016-01": 0,
"2016-02": 1,
"2016-03": 0,
"2016-04": 1,
"2016-05": 1,
"2016-06": 0,
"2016-07": 0,
"2016-08": 0,
"2016-09": 0,
"2016-10": 1,
"2016-11": 0,
"2016-12": 0,
"2017-01": 1,
"2017-02": 0,
"2017-03": 0,
"2017-04": 1,
"2017-05": 2,
"2017-06": 0,
"2017-07": 0,
"2017-08": 1,
"2017-09": 1,
"2017-10": 1,
"2017-11": 0,
"2017-12": 1,
"2018-01": 1,
"2018-02": 1,
"2018-03": 0,
"2018-04": 0,
"2018-05": 2,
"2018-06": 2,
"2018-07": 1,
"2018-08": 0,
"2018-09": 1,
"2018-10": 2,
"2018-11": 2,
"2018-12": 0,
"2019-01": 7,
"2019-02": 1,
"2019-03": 2,
"2019-04": 2,
"2019-05": 0,
"2019-06": 0,
"2019-07": 1,
"2019-08": 0,
"2019-09": 0,
"2019-10": 0,
"2019-11": 1,
"2019-12": 2,
"2020-01": 6,
"2020-02": 0,
"2020-03": 1,
"2020-04": 0,
"2020-05": 0,
"2020-06": 2,
"2020-07": 3,
"2020-08": 0,
"2020-09": 4,
"2020-10": 1,
"2020-11": 2,
"2020-12": 2,
"2021-01": 6,
"2021-02": 7,
"2021-03": 5,
"2021-04": 2,
"2021-05": 5,
"2021-06": 3,
"2021-07": 3,
"2021-08": 1,
"2021-09": 0,
"2021-10": 7,
"2021-11": 4,
"2021-12": 2,
"2022-01": 4,
"2022-02": 2,
"2022-03": 11,
"2022-04": 4,
"2022-05": 3,
"2022-06": 5,
"2022-07": 5,
"2022-08": 5,
"2022-09": 7,
"2022-10": 5,
"2022-11": 3,
"2022-12": 1,
"2023-01": 0,
"2023-02": 0,
"2023-03": 1,
"2023-04": 3,
"2023-05": 4,
"2023-06": 1,
"2023-07": 1,
"2023-08": 2,
"2023-09": 1,
"2023-10": 0,
"2023-11": 0,
"2023-12": 0,
"2024-01": 0,
"2024-02": 3,
"2024-03": 2,
"2024-04": 3,
"2024-05": 0,
"2024-06": 0,
"2024-07": 2,
"2024-08": 0,
"2024-09": 4,
"2024-10": 0,
"2024-11": 2,
"2024-12": 0,
"2025-01": 2,
"2025-02": 2,
"2025-03": 0,
"2025-04": 4,
"2025-05": 0,
"2025-06": 2,
"2025-07": 2,
"2025-08": 0,
"2025-09": 0,
"2025-10": 0,
"2025-11": 1,
"2025-12": 0,
"2026-01": 3,
"2026-02": 0,
"2026-03": 2,
"2026-04": 1,
"2026-05": 1,
"2026-06": 0,
"2026-07": 0
},
"gross_departures_by_month": {
"2016-12": 1,
"2017-01": 0,
"2017-02": 0,
"2017-03": 0,
"2017-04": 0,
"2017-05": 0,
"2017-06": 0,
"2017-07": 0,
"2017-08": 1,
"2017-09": 0,
"2017-10": 0,
"2017-11": 1,
"2017-12": 0,
"2018-01": 0,
"2018-02": 0,
"2018-03": 0,
"2018-04": 0,
"2018-05": 0,
"2018-06": 0,
"2018-07": 0,
"2018-08": 1,
"2018-09": 1,
"2018-10": 0,
"2018-11": 2,
"2018-12": 1,
"2019-01": 1,
"2019-02": 0,
"2019-03": 0,
"2019-04": 0,
"2019-05": 1,
"2019-06": 3,
"2019-07": 0,
"2019-08": 0,
"2019-09": 0,
"2019-10": 0,
"2019-11": 0,
"2019-12": 0,
"2020-01": 0,
"2020-02": 0,
"2020-03": 1,
"2020-04": 1,
"2020-05": 0,
"2020-06": 1,
"2020-07": 2,
"2020-08": 1,
"2020-09": 0,
"2020-10": 0,
"2020-11": 0,
"2020-12": 3,
"2021-01": 1,
"2021-02": 0,
"2021-03": 0,
"2021-04": 1,
"2021-05": 0,
"2021-06": 1,
"2021-07": 0,
"2021-08": 0,
"2021-09": 1,
"2021-10": 2,
"2021-11": 0,
"2021-12": 1,
"2022-01": 1,
"2022-02": 2,
"2022-03": 1,
"2022-04": 0,
"2022-05": 2,
"2022-06": 1,
"2022-07": 1,
"2022-08": 5,
"2022-09": 2,
"2022-10": 1,
"2022-11": 1,
"2022-12": 12,
"2023-01": 2,
"2023-02": 2,
"2023-03": 3,
"2023-04": 4,
"2023-05": 5,
"2023-06": 3,
"2023-07": 0,
"2023-08": 1,
"2023-09": 3,
"2023-10": 2,
"2023-11": 0,
"2023-12": 1,
"2024-01": 6,
"2024-02": 3,
"2024-03": 3,
"2024-04": 5,
"2024-05": 1,
"2024-06": 2,
"2024-07": 1,
"2024-08": 3,
"2024-09": 1,
"2024-10": 3,
"2024-11": 0,
"2024-12": 0,
"2025-01": 1,
"2025-02": 3,
"2025-03": 1,
"2025-04": 2,
"2025-05": 0,
"2025-06": 2,
"2025-07": 0,
"2025-08": 0,
"2025-09": 2,
"2025-10": 1,
"2025-11": 0,
"2025-12": 1,
"2026-01": 2,
"2026-02": 0,
"2026-03": 0,
"2026-04": 0,
"2026-05": 0,
"2026-06": 1,
"2026-07": 1
},
"median_employee_tenure": 2.25,
"median_tenure_by_role": {
"advisory": 2.9167,
"trade": 0.0,
"manufacturing": 0.0,
"hospitality": 0.0,
"public_service": 0.0,
"support": 1.5417,
"research": 2.7917,
"product": 1.75,
"education": 0.0,
"human_resources": 1.8333,
"legal": 0.0,
"operations": 2.0,
"fulfillment": 2.5,
"professional_service": 0.0,
"creative": 1.8333,
"marketing": 1.75,
"partnerships": 1.1667,
"sales_engineering": 2.4167,
"sales": 1.5,
"health": 0.0,
"analyst": 1.9167,
"finance": 4.1667,
"engineering": 2.0833
},
"median_tenure_by_level": {
"unpaid": 0.0,
"cxo": 3.1667,
"partner": 0.0,
"owner": 9.5,
"director": 1.5417,
"vp": 1.7917,
"senior": 1.6667,
"manager": 1.5833,
"entry": 0.0,
"training": 0.5417
},
"recent_exec_departures": [],
"recent_exec_hires": [],
"top_next_employers": {
"product": [
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
},
{
"id": "BwBFFqkEDsOhBHSMagBrmA2McoUl",
"count": 1,
"display_name": "Tanso"
},
{
"id": "wwsCB1KRzSOijf1bRivCAwwrRrZD",
"count": 1,
"display_name": "ROQ.tech"
},
{
"id": "i9rOBw1zghZjv7oIw7wmJQc5h9Gk",
"count": 1,
"display_name": "Artisan"
},
{
"id": "Bqh2aB9znOTxjHFiMlVyuwfeC4lA",
"count": 1,
"display_name": "Bishop Fox"
},
{
"id": "yd6BhDGp2rtCV3WMhZgZqAlVCmwg",
"count": 1,
"display_name": "Citrok"
},
{
"id": "ltCOPMbY1V61SPwfgFPsEwrHfP1M",
"count": 1,
"display_name": "Savvy Programmers"
},
{
"id": "tQXMgCtSyQsLhTNFbnqyvAORODin",
"count": 1,
"display_name": "Chipper"
},
{
"id": "CB2ZzdxfCgCUvd1eCjCqtQQtrJsI",
"count": 1,
"display_name": "Solix Technologies, Inc."
},
{
"id": "krxdHEpZE0qyYwi6yD5qPgAtoadD",
"count": 1,
"display_name": "1datapipe\u00ae"
}
],
"finance": [
{
"id": "dFsrbsUTKoTNVLLfwI8nTwtGLNuH",
"count": 1,
"display_name": "99Cents Only - Discount Club Store"
}
],
"operations": [
{
"id": "ZzJPvScCOeuHLvyu8S033QogePt8",
"count": 1,
"display_name": "Flex"
},
{
"id": "YTwf8dzhL0GFKMkjH50TZA9HJMvO",
"count": 1,
"display_name": "Versapay"
},
{
"id": "A9ArdHjUZltZLGhoAQqzBwamdE36",
"count": 1,
"display_name": "Center for Applied Values and Ethics in Advancing Technologies, UC Santa Cruz, Crown College"
},
{
"id": "bomhBpPIzy7ykWjHkFH2egWfz8j0",
"count": 1,
"display_name": "AgentScore"
},
{
"id": "NeNcCSqofszpMPvSqkURXwy6NqHp",
"count": 1,
"display_name": "Anduril Industries"
},
{
"id": "3DaQfTsYIoC6YbKPG3kOaAVXudK1",
"count": 1,
"display_name": "codexIT"
},
{
"id": "iI5OkUr7b67riPA6mWNVrwMbRX7Y",
"count": 1,
"display_name": "Merrill Lynch"
},
{
"id": "GqDq6nxvcABfaYtyQ3V6IQehsOkN",
"count": 1,
"display_name": "ExtraHop"
},
{
"id": "LTUbM6ODSWHq0QMV1guYQAFjmIh2",
"count": 1,
"display_name": "Ponderosa Technologies"
},
{
"id": "it5ClAuYl4csLWCj2PAQlwHCJ1e3",
"count": 1,
"display_name": "State Farm"
}
],
"marketing": [
{
"id": "zGj3UKuZCB1PsJxtMJAasgFvyfuw",
"count": 1,
"display_name": "HP"
},
{
"id": "4qwbhGI4ceFfI9AZ3biCKQofL87U",
"count": 1,
"display_name": "Talently"
},
{
"id": "E0p6QUEq7CY4XXzz83tbrgJNt1l1",
"count": 1,
"display_name": "Thai Community Development Center"
},
{
"id": "Rv8KBQCgfg2M67wPv79mngc10ROF",
"count": 1,
"display_name": "Spokeo"
},
{
"id": "uExrKRA4De9AHrPYs91onQ1lfvbM",
"count": 1,
"display_name": "ServiceNow"
},
{
"id": "rA52ZkPI7yWgG8nFknL4Twq2ltji",
"count": 1,
"display_name": "Orange County District Attorney\u2019s Office"
},
{
"id": "hWBI7x4FvSurVNWDXD4uFgQt5ges",
"count": 1,
"display_name": "Amazon"
},
{
"id": "ZnFQdCRLqAJt74B98wKfjwvUEoDQ",
"count": 1,
"display_name": "Craft.co"
},
{
"id": "nZR30pWK1MCVBFJrbuzr1AvuzWyY",
"count": 1,
"display_name": "The Provenance Chain\u2122 Network"
},
{
"id": "qsIWjfV5Eyv0FxssCradggz8ABnB",
"count": 1,
"display_name": "PepsiCo"
}
],
"human_resources": [
{
"id": "3eyqGcIV9l2aHajdSQtRqgAH1diu",
"count": 1,
"display_name": "Covet Health"
},
{
"id": "UqQLfhnxSUPF1evMXvJZjgU0gv5x",
"count": 1,
"display_name": "Weave"
},
{
"id": "eHGg5zP2674lR7S1vfvZKwdl0oNS",
"count": 1,
"display_name": "String"
},
{
"id": "ez6CL8FhgjKEDzpBqAq3NQr7I6Xt",
"count": 1,
"display_name": "Fivetran"
},
{
"id": "2dp2BsJ3X2EUXBqMCcnfEgf4p81O",
"count": 1,
"display_name": "Okta"
},
{
"id": "JePiYweioDkzmFp0ZwBEHQcvAoA5",
"count": 1,
"display_name": "Cook Systems"
},
{
"id": "qVhGo3EgtgCVgHwf4aS4OQJxlR8O",
"count": 1,
"display_name": "Attain Partners"
},
{
"id": "PgvHcaovI3dgZxB1lRuFTAWbVZTy",
"count": 1,
"display_name": "Revenue Vessel"
},
{
"id": "ixxTLZxbq813YqytU0j9VAcG5d2e",
"count": 1,
"display_name": "Antithesis"
},
{
"id": "se81eP8n8vkFEOq0ivePoAzYENHC",
"count": 1,
"display_name": "Beam"
}
],
"fulfillment": [
{
"id": "NeNcCSqofszpMPvSqkURXwy6NqHp",
"count": 1,
"display_name": "Anduril Industries"
},
{
"id": "iI5OkUr7b67riPA6mWNVrwMbRX7Y",
"count": 1,
"display_name": "Merrill Lynch"
}
],
"engineering": [
{
"id": "zyDcJqSoKNDhvjtLkHBm6woIDKXq",
"count": 2,
"display_name": "Deliverr Inc."
},
{
"id": "T9iiLVNB7ZfYxUI1dNE8gwVXdaOh",
"count": 2,
"display_name": "Omnivector"
},
{
"id": "Dn0GAueIRsYzwepbYEGIAQVi7Qyl",
"count": 2,
"display_name": "Anaconda, Inc."
},
{
"id": "Al1S5rCHHy06U7OJ9Clk9gin8fbT",
"count": 2,
"display_name": "Prime Video & Amazon MGM Studios"
},
{
"id": "96oVSwA6mQA4MOYfc7yX5wKk8N8Q",
"count": 1,
"display_name": "Kind Systems"
},
{
"id": "FtB2k1PU8IOJsHV96bh5Fw6GUzzR",
"count": 1,
"display_name": "84.51\u00b0"
},
{
"id": "zoJYBSFkt5oyd3H0wjcljgZunhwO",
"count": 1,
"display_name": "Heimstaden Bostad"
},
{
"id": "lUMfbCH6V6FMBWv65gdpdABrUgj0",
"count": 1,
"display_name": "Gretta AI"
},
{
"id": "NiZXuz5cRPdciPI39YD0QAhdS3nj",
"count": 1,
"display_name": "Toptal"
},
{
"id": "GqDq6nxvcABfaYtyQ3V6IQehsOkN",
"count": 1,
"display_name": "ExtraHop"
}
],
"partnerships": [
{
"id": "uzzC3B0CD8BzwJMTsFfbsQpHf1r1",
"count": 1,
"display_name": "Influx"
},
{
"id": "FhQhCQVW8dICHYcg45tyNwwesm5p",
"count": 1,
"display_name": "WorkBoard"
},
{
"id": "cZGdP8UBDfWPxloAeypI7wswX4ar",
"count": 1,
"display_name": "Stealth AI Startup"
},
{
"id": "80Noq4hRteCcaAEf2nwHrw4cKY0M",
"count": 1,
"display_name": "U.S. District Court, Eastern District of Pennsylvania"
},
{
"id": "pdlVf91cY3gsmiTYOIt9dgKrnYXC",
"count": 1,
"display_name": "Pavilion"
},
{
"id": "CD0sfygRAIcSwh1RavwiFg8UM59e",
"count": 1,
"display_name": "Rhetorik is now part of Lightcast"
},
{
"id": "FkUNtIzoUvvHTzkPVRPa4ArqxxXY",
"count": 1,
"display_name": "Twilio Segment"
},
{
"id": "Fw4Z76betEsbCARZhNGlNQVmoc4k",
"count": 1,
"display_name": "Data Legion"
},
{
"id": "iI5OkUr7b67riPA6mWNVrwMbRX7Y",
"count": 1,
"display_name": "Merrill Lynch"
},
{
"id": "5OOmrfJ9d01aWqvtPyjugAEq0C9P",
"count": 1,
"display_name": "Expel"
}
],
"research": [
{
"id": "69IOeBijO7bNzClSGs6bxg4Dt7Ge",
"count": 1,
"display_name": "DoorDash"
},
{
"id": "uExrKRA4De9AHrPYs91onQ1lfvbM",
"count": 1,
"display_name": "ServiceNow"
}
],
"all": [
{
"id": "gbzAHmeUyu5rJyy4eUrPPgtM5jdC",
"count": 7,
"display_name": "Five By Five"
},
{
"id": "Dn0GAueIRsYzwepbYEGIAQVi7Qyl",
"count": 4,
"display_name": "Anaconda, Inc."
},
{
"id": "4Sdi9wP3HBKlwJ1hkPB0mAKX5JI8",
"count": 3,
"display_name": "BreachRx"
},
{
"id": "Rv8KBQCgfg2M67wPv79mngc10ROF",
"count": 3,
"display_name": "Spokeo"
},
{
"id": "Fw4Z76betEsbCARZhNGlNQVmoc4k",
"count": 2,
"display_name": "Data Legion"
},
{
"id": "T9iiLVNB7ZfYxUI1dNE8gwVXdaOh",
"count": 2,
"display_name": "Omnivector"
},
{
"id": "Al1S5rCHHy06U7OJ9Clk9gin8fbT",
"count": 2,
"display_name": "Prime Video & Amazon MGM Studios"
},
{
"id": "jTI3lUxNgd7qK9i7eeoIwgW7sXYD",
"count": 2,
"display_name": "TalentDreams, a 501(c)(3)"
},
{
"id": "RStPGykPmmJCVaL7ssFHOAHiQWBM",
"count": 2,
"display_name": "AudioEye"
},
{
"id": "ZnFQdCRLqAJt74B98wKfjwvUEoDQ",
"count": 2,
"display_name": "Craft.co"
}
],
"sales": [
{
"id": "gbzAHmeUyu5rJyy4eUrPPgtM5jdC",
"count": 5,
"display_name": "Five By Five"
},
{
"id": "Rv8KBQCgfg2M67wPv79mngc10ROF",
"count": 3,
"display_name": "Spokeo"
},
{
"id": "4Sdi9wP3HBKlwJ1hkPB0mAKX5JI8",
"count": 2,
"display_name": "BreachRx"
},
{
"id": "C48T7IE5S3Wng5ofMWBnmwnzh6Cx",
"count": 2,
"display_name": "Private Health Management"
},
{
"id": "RStPGykPmmJCVaL7ssFHOAHiQWBM",
"count": 2,
"display_name": "AudioEye"
},
{
"id": "kB08cb1MR2u8BRXDy1NzHwL3DWdG",
"count": 1,
"display_name": "Live Data Technologies"
},
{
"id": "Z6HhBQttIcaKaVPTjxJbfQxY4PmJ",
"count": 1,
"display_name": "Paycom"
},
{
"id": "Vl0h2VoUCbo9fm8bnvU1nAfNAJHl",
"count": 1,
"display_name": "Postscript"
},
{
"id": "QevcMSgBVzzCDkQMe1CAJwKCjooa",
"count": 1,
"display_name": "Mesh"
},
{
"id": "fdeKuOygLI3G9C2p320UFAMdCmEx",
"count": 1,
"display_name": "Phamily"
}
],
"sales_engineering": [
{
"id": "dd5qSOtI0mhoCyWLLxUPsAUem2jN",
"count": 2,
"display_name": "Astronomer"
},
{
"id": "gbzAHmeUyu5rJyy4eUrPPgtM5jdC",
"count": 2,
"display_name": "Five By Five"
},
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
},
{
"id": "tgJ5baJmPY596BScXkMUCAL2wNzm",
"count": 1,
"display_name": "dbt Labs"
},
{
"id": "Dn0GAueIRsYzwepbYEGIAQVi7Qyl",
"count": 1,
"display_name": "Anaconda, Inc."
},
{
"id": "lWtLBvQ0cGrwYZYqeBOXBgcnlwV2",
"count": 1,
"display_name": "Cisco"
},
{
"id": "Ox3loJTFBPsjB0sOPNyRdw8TmoH4",
"count": 1,
"display_name": "Sisense for Cloud Data Teams"
},
{
"id": "cBbvh2UGZcxw8ahNk5lIbgnR1OvS",
"count": 1,
"display_name": "Omni"
},
{
"id": "xIVEyLobPvOqDn2JJkk2YQsl8oEn",
"count": 1,
"display_name": "Supabase"
},
{
"id": "lazN6lVLFQgflMXihecQTA0PwvfP",
"count": 1,
"display_name": "Sisense"
}
],
"creative": [
{
"id": "BB4I4BUACEIgZO8zqOCCMAZtr4Gc",
"count": 1,
"display_name": "Lotame"
}
],
"analyst": [
{
"id": "kAOCOy3PvoB046yshCiYsQ0Buv3J",
"count": 1,
"display_name": "Lexion"
},
{
"id": "CD40M2fGOEkCvAm4LQOWogcU74bg",
"count": 1,
"display_name": "Docusign"
},
{
"id": "jTI3lUxNgd7qK9i7eeoIwgW7sXYD",
"count": 1,
"display_name": "TalentDreams, a 501(c)(3)"
},
{
"id": "iZhVxk2MHYhgFa1BPuG4dgtGd6wU",
"count": 1,
"display_name": "Bank of America"
},
{
"id": "2MYFvBQk8hYCogWYQB4T2wSTg0tS",
"count": 1,
"display_name": "Santa Clara University"
},
{
"id": "As1QQEqDyFp5G9MpMtZRhgj1CP5J",
"count": 1,
"display_name": "MG+M The Law Firm"
},
{
"id": "ZRvEjqhaLvIJQM9spHWIdAKAoBwl",
"count": 1,
"display_name": "Silicon Valley Council of Nonprofits"
},
{
"id": "mgrg9LT6gngutM1JRTOoEgDYqcoM",
"count": 1,
"display_name": "SCU Multicultural Center"
},
{
"id": "mmq8cc2cdxkWpO1olYRxpAucRac5",
"count": 1,
"display_name": "Capital One"
},
{
"id": "vUwqgAcfSXuv1nUkECq8awBbPKbw",
"count": 1,
"display_name": "County of Santa Clara"
}
],
"support": [
{
"id": "hbE9XINvDp7To4VqzrDMCQmPBy6l",
"count": 1,
"display_name": "RingCentral"
},
{
"id": "qOCO9aqSt1JgLpcCDCaIGwUuZEPD",
"count": 1,
"display_name": "Envoy"
},
{
"id": "rrxqqJhXCDMWbEjUxFRn8gJJBLUp",
"count": 1,
"display_name": "LeadIQ"
},
{
"id": "DbX7kqMmt3NS44BYlECRKwscq467",
"count": 1,
"display_name": "Pinecone"
},
{
"id": "8BiIjxsDuBqS9TQvT3zRHQih7gYJ",
"count": 1,
"display_name": "Mixpanel"
},
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
},
{
"id": "6CCAFNIH9JifOSs8krLClAFr7Jk8",
"count": 1,
"display_name": "HeySunday"
},
{
"id": "uoLptpW4N3reKD2VNqL49gkQ54oa",
"count": 1,
"display_name": "Kastle Systems"
},
{
"id": "Xqu106JJKFNdntoQVYuLrQi5MW1L",
"count": 1,
"display_name": "Fenris"
},
{
"id": "YzbVNGiZQcQyHjlr4zXBfwjj4VvH",
"count": 1,
"display_name": "Aisera"
}
]
},
"top_previous_employers": {
"finance": [
{
"id": "EBNvJTqBbbLsiOczK1mvogCeX9dP",
"count": 1,
"display_name": "Gursey | Schneider LLP"
},
{
"id": "aV3NkqzO1Qe639fay2UzigiXpkF3",
"count": 1,
"display_name": "Conversica"
},
{
"id": "O9Dcf0OOwvtjB2uAjIRT5gPuGfyJ",
"count": 1,
"display_name": "Popsugar"
},
{
"id": "BpwXsi21tBkG7Hi2jA12WQ9tAHae",
"count": 1,
"display_name": "Virgin America"
},
{
"id": "7L0SglhytLJVj2JOx3PqVgDa2lnM",
"count": 1,
"display_name": "MineralTree, Inc."
},
{
"id": "Pt8QqdHiI5swPLyB4kwkWAnYh66C",
"count": 1,
"display_name": "University of Massachusetts Dartmouth"
}
],
"fulfillment": [
{
"id": "aKCIYBNF9ey6o5CjHCCO4goHYKlf",
"count": 2,
"display_name": "Google"
},
{
"id": "ChqnC4ATztHKii1bxzrvIwWIPOrC",
"count": 1,
"display_name": "Institute for Systems Biology (ISB)"
},
{
"id": "8mJYnPdAlXLHIyyOleo16gjW6ZVT",
"count": 1,
"display_name": "One Million Lights"
},
{
"id": "jzvRRNDir8RxArp1eh5GeAXk6w4B",
"count": 1,
"display_name": "Harvard University"
},
{
"id": "w9JIP2lFddcM56K4IGEsogJcKaDf",
"count": 1,
"display_name": "Loftium (acquired by Flyhomes)"
},
{
"id": "9mVwTsIChYzIpWIEMzfieQ6uOu3k",
"count": 1,
"display_name": "Stanford University Graduate School of Business"
},
{
"id": "KU540tqAqCV8YBk57vBCVwHqFhEI",
"count": 1,
"display_name": "Uber"
},
{
"id": "W46Xt91l9252Y3FrEpVrCAg0bu68",
"count": 1,
"display_name": "Embry-Riddle Aeronautical University"
},
{
"id": "WMXYMAAQVCmk2RG1hoC5ngA2sG9w",
"count": 1,
"display_name": "Woebot Health"
},
{
"id": "CKHJ5P60N4XW4oZXB8BdmgKL8vvO",
"count": 1,
"display_name": "US Army"
}
],
"sales_engineering": [
{
"id": "dGcRVWG9SSxCgBGxb6BZkgbcNS24",
"count": 2,
"display_name": "Best Buy"
},
{
"id": "O88BZ5L3ULlTh92Lc8Y7BQ193Kja",
"count": 1,
"display_name": "Replenium"
},
{
"id": "dBLbCRkpoGgKasPeYKyNZwtT0M2U",
"count": 1,
"display_name": "Hackbright Academy"
},
{
"id": "lEExuWynPdPtnkoZgBXnpQKOtZa7",
"count": 1,
"display_name": "Oxford Seed Fund"
},
{
"id": "1HLjPziMCBhvdPHu4CrXKQHJpjwS",
"count": 1,
"display_name": "Esri"
},
{
"id": "qFXCFJAwhNToHxVkm88ARw9YWuvt",
"count": 1,
"display_name": "ISM Services, Inc."
},
{
"id": "GcBT06ea1vhWVCbBbISyGgLa2X58",
"count": 1,
"display_name": "Allergan"
},
{
"id": "UEEQs3MCWHvTwXJU7FrmhgdJqhJl",
"count": 1,
"display_name": "Entrusted"
},
{
"id": "MM4ikIT2LXcUwXBwowQgBwLzj71h",
"count": 1,
"display_name": "Topgolf"
},
{
"id": "tY66NUkiChh53yzcrCflvgYxnz3y",
"count": 1,
"display_name": "MongoDB"
}
],
"creative": [
{
"id": "nIzedfJEumuq2Bd5zhCCuAxN6neR",
"count": 1,
"display_name": "Philadelphia Society for the Preservation of Landmarks"
},
{
"id": "Wk4G8RC7plx1pi0blBaNgwJ6lWN7",
"count": 1,
"display_name": "Busybee Design"
},
{
"id": "pCAYOjYgaVGt2A62PRdkmwVWlRpk",
"count": 1,
"display_name": "K\u00f6nig Creative Co."
},
{
"id": "oBbfyUXYlnezvfWINqasxgvNsYX5",
"count": 1,
"display_name": "Temple University"
},
{
"id": "BaJBfcUOqB4uLBcb9FJgwQoYAElb",
"count": 1,
"display_name": "Pennsylvania Horticultural Society (PHS)"
},
{
"id": "gWJBBj8gzRwcXgY6hzaGiwXMVtGY",
"count": 1,
"display_name": "Philadelphia Eyeglass Labs"
},
{
"id": "6Z3frRVTKFANC39QhFOVcgCGX4M8",
"count": 1,
"display_name": "San Diego Convention Center Corporation"
}
],
"support": [
{
"id": "IC4HW1aunaKBBa0Cmr6TWA860WHj",
"count": 2,
"display_name": "Talkdesk"
},
{
"id": "Ahb4C6gIFaO8Mcz5uLOrggAi1xcp",
"count": 1,
"display_name": "Kronos Incorporated"
},
{
"id": "Hl3GAfTaf3Z9EOYduY09cgKuWso7",
"count": 1,
"display_name": "Wethos"
},
{
"id": "aI3M6BPurKXyNq5dHBfyKwe0bqNz",
"count": 1,
"display_name": "The Lobb Law Firm"
},
{
"id": "bsvwqN7XVKsTwvCFAxIUdgFrgMZV",
"count": 1,
"display_name": "Podium"
},
{
"id": "r0I7rR3zekmeiZxIXgRzswszb0X7",
"count": 1,
"display_name": "Colorado State University"
},
{
"id": "7goIMrA87m5ABulZJfWPHwiYiMvn",
"count": 1,
"display_name": "CK Strategies"
},
{
"id": "ptlCwickdAQfOtCZFICoRQXoaH8e",
"count": 1,
"display_name": "Robert C. Williams Paper Museum"
},
{
"id": "eKV1BFhJSnI0NXaYxqIjHgS4vyfm",
"count": 1,
"display_name": "VAD Foundation"
},
{
"id": "PJlk0CvlvykWCYhXox6nDQ6j1OVu",
"count": 1,
"display_name": "FTS International"
}
],
"research": [
{
"id": "DCD55P9HCbJ6EkJhEdPp0AFqPzf3",
"count": 1,
"display_name": "Oracle"
},
{
"id": "HKCBzjcdUhVPHCmb246CSAYwkTC1",
"count": 1,
"display_name": "Center for Effective Government"
},
{
"id": "VCdIxBCmgPdmaGAATNeZcwUovOHA",
"count": 1,
"display_name": "Red Bull"
},
{
"id": "BvUUO5WS3EUxNumAiABrVg01avxS",
"count": 1,
"display_name": "Parker Dewey"
},
{
"id": "CB8k0Owwyi2AIFKrwEDCIQ3Qx9Mz",
"count": 1,
"display_name": "G2 Crowd"
},
{
"id": "CKHJ5P60N4XW4oZXB8BdmgKL8vvO",
"count": 1,
"display_name": "US Army"
},
{
"id": "finq1C7GlLFSRyirchjGMQCKsDq5",
"count": 1,
"display_name": "Phi Gamma Nu - University of Michigan"
},
{
"id": "gSB4RCaVeXXRrhh8EpSSPQeANDeu",
"count": 1,
"display_name": "VH Strategies"
},
{
"id": "fldB1FTiCn9cKvWK0D1iqgShXpb8",
"count": 1,
"display_name": "Qualtrics"
},
{
"id": "ROyBU3NZrjUZoIaT8I1vQQTsxzRj",
"count": 1,
"display_name": "thryver"
}
],
"operations": [
{
"id": "VCgMqMIB0CBa7IqMBPduugdNkc8X",
"count": 3,
"display_name": "Arivale"
},
{
"id": "EPGkVHCVWiVik23Klt0bbQc8VJxM",
"count": 2,
"display_name": "Outreach"
},
{
"id": "sCj4Bn8CUhnJUWdBsxHwKgRLxThH",
"count": 1,
"display_name": "VIAVI Solutions"
},
{
"id": "BAtiOiC2dsG99ZBQjmSuCAoxInly",
"count": 1,
"display_name": "TalentIQ Technologies"
},
{
"id": "OyBqNdGSGtlWqV3LPblOjQQ96Oju",
"count": 1,
"display_name": "Nourish Technologies, Inc"
},
{
"id": "RZOFiRjw26VpLObnwmYXGgRyn3aW",
"count": 1,
"display_name": "Microsoft"
},
{
"id": "ITihGuciloJDHk148oTZWAUCowdG",
"count": 1,
"display_name": "Tourmo"
},
{
"id": "F4bT8SIK7i1j9RjQiO3I8grnH8FY",
"count": 1,
"display_name": "Kappa Kappa Gamma"
},
{
"id": "DCD55P9HCbJ6EkJhEdPp0AFqPzf3",
"count": 1,
"display_name": "Oracle"
},
{
"id": "HqddeVABM2X3NiL9k8WshQxlVjGf",
"count": 1,
"display_name": "Electronic Arts (EA)"
}
],
"product": [
{
"id": "73gMgVHTLel9wxAT3IboJQNPTWmi",
"count": 1,
"display_name": "RomNet Support Services, Inc."
},
{
"id": "KhD4ZHqfG09kaDcwXZ1v9ACrBtwy",
"count": 1,
"display_name": "Parker Hannifin"
},
{
"id": "Y071ERqCFBaisUQvuOmwJAMfIhHS",
"count": 1,
"display_name": "Bank of America Merrill Lynch"
},
{
"id": "NtI9PaKczZLBVZQ9slZmagFEk7dc",
"count": 1,
"display_name": "Orb Group"
},
{
"id": "HDm8bmFAcLQZRj4l0xi5lQBPC737",
"count": 1,
"display_name": "TERI - The Energy and Resources Institute"
},
{
"id": "Bz5nIApC77ioulCbEUFAyAVSML8v",
"count": 1,
"display_name": "City of Brighton"
},
{
"id": "E33En1BC79vpLcvFkn1N5gDHWOBW",
"count": 1,
"display_name": "MRI Software"
},
{
"id": "HCLlMoYaR5ca4eeadMXeYg2VJPcK",
"count": 1,
"display_name": "Motive"
},
{
"id": "1HLjPziMCBhvdPHu4CrXKQHJpjwS",
"count": 1,
"display_name": "Esri"
},
{
"id": "InypSCQ4r4576NVauTJJ0Q6MRk4l",
"count": 1,
"display_name": "EY"
}
],
"all": [
{
"id": "aubMfPvUgxL09C7OTtPqqQFVuAR9",
"count": 11,
"display_name": "Pipl"
},
{
"id": "DCD55P9HCbJ6EkJhEdPp0AFqPzf3",
"count": 6,
"display_name": "Oracle"
},
{
"id": "B7V3Ti2sbqP5v2KBwNoK6whNkTNx",
"count": 5,
"display_name": "Twilio"
},
{
"id": "Cw9vt7WFFRbhLDnoCeRbswn15Qhi",
"count": 4,
"display_name": "Intel"
},
{
"id": "CKHJ5P60N4XW4oZXB8BdmgKL8vvO",
"count": 4,
"display_name": "US Army"
},
{
"id": "EPGkVHCVWiVik23Klt0bbQc8VJxM",
"count": 4,
"display_name": "Outreach"
},
{
"id": "dGcRVWG9SSxCgBGxb6BZkgbcNS24",
"count": 4,
"display_name": "Best Buy"
},
{
"id": "VCgMqMIB0CBa7IqMBPduugdNkc8X",
"count": 4,
"display_name": "Arivale"
},
{
"id": "jiCjGHxMfi3P8vCCQwOAwgwjwINo",
"count": 4,
"display_name": "GoodTime"
},
{
"id": "RZOFiRjw26VpLObnwmYXGgRyn3aW",
"count": 3,
"display_name": "Microsoft"
}
],
"engineering": [
{
"id": "Cw9vt7WFFRbhLDnoCeRbswn15Qhi",
"count": 3,
"display_name": "Intel"
},
{
"id": "DCD55P9HCbJ6EkJhEdPp0AFqPzf3",
"count": 3,
"display_name": "Oracle"
},
{
"id": "SSL0fn4PmnVG7srxTLW5Yw7a7Q5f",
"count": 2,
"display_name": "Comscore, Inc."
},
{
"id": "NYYbtRj1s6utKbHMHSioGQntpYZ9",
"count": 2,
"display_name": "Accenture"
},
{
"id": "q9dK2WXoX3CC6B9nfAtljgGTIX32",
"count": 2,
"display_name": "Apple"
},
{
"id": "CKHJ5P60N4XW4oZXB8BdmgKL8vvO",
"count": 2,
"display_name": "US Army"
},
{
"id": "TtBkiK800Se15xklWgClBgqeo4kI",
"count": 2,
"display_name": "AELIUS Exploitation Technologies, LLC"
},
{
"id": "04SBHVioPh8MSnBGrSGDGgnIUj5j",
"count": 2,
"display_name": "Dark Horse Comics, LLC"
},
{
"id": "xOQ6bvkRo4EAMEpcOMjuLQzdw8L9",
"count": 2,
"display_name": "Nike"
},
{
"id": "rhd7B55mGEqBK2j9TnQXOQ89ufI7",
"count": 2,
"display_name": "NV5 Geospatial"
}
],
"sales": [
{
"id": "aubMfPvUgxL09C7OTtPqqQFVuAR9",
"count": 8,
"display_name": "Pipl"
},
{
"id": "B7V3Ti2sbqP5v2KBwNoK6whNkTNx",
"count": 5,
"display_name": "Twilio"
},
{
"id": "jiCjGHxMfi3P8vCCQwOAwgwjwINo",
"count": 3,
"display_name": "GoodTime"
},
{
"id": "40vzpcdkbq1azSjd5Y1uTQDdo4xT",
"count": 2,
"display_name": "Dun & Bradstreet"
},
{
"id": "gmtHqjqClhg9WekomqcAagSiazPH",
"count": 2,
"display_name": "Sumo Logic"
},
{
"id": "q5gqs3Ekr9Kpo61n9rw7Sw3DojNi",
"count": 2,
"display_name": "Fullstory"
},
{
"id": "CnNdDBWxLEHwgTm5cyY1CALfhBhq",
"count": 2,
"display_name": "Loyola Marymount University"
},
{
"id": "Bg2wT3YXHjfbFIHq9BjtQA9H9dyB",
"count": 2,
"display_name": "Northwestern Mutual"
},
{
"id": "QpEvE5C0r4xUdCuv58GC1QckMLn4",
"count": 2,
"display_name": "University of Oregon Alumni Association"
},
{
"id": "RTLRi50EYtA9gMcQvCfmaQoA4xpo",
"count": 2,
"display_name": "BlueJeans by Verizon"
}
],
"partnerships": [
{
"id": "CnNdDBWxLEHwgTm5cyY1CALfhBhq",
"count": 2,
"display_name": "Loyola Marymount University"
},
{
"id": "rrkG1TZukRt4TyqLLwZTagIEG0wu",
"count": 1,
"display_name": "G220 UniVentures"
},
{
"id": "xC9Bndievp9A1r32UiT9ugyn4mQ6",
"count": 1,
"display_name": "Handshake"
},
{
"id": "mztQ40Oc40aIPaxzSqAwrQeMB6AY",
"count": 1,
"display_name": "Hospitality"
},
{
"id": "z9E3J6wTxsCAM2g7gWF3tQVaTO8y",
"count": 1,
"display_name": "Ursa"
},
{
"id": "rbC8SgFgiuiIyFFQc9SaRguUUysw",
"count": 1,
"display_name": "Prompt"
},
{
"id": "yRPJMqlSiM4XJxe0EGOf7AL29RDM",
"count": 1,
"display_name": "SchedulingDirect"
},
{
"id": "6EnSmiTEjNVlwViiEE8ZuQj6R3Eh",
"count": 1,
"display_name": "Mosaic Research Management"
},
{
"id": "y2EL4WMwV5rxo9CVmXTjPANBQafm",
"count": 1,
"display_name": "Zaragoza CFF"
},
{
"id": "37qVr2M0refsUprz77zavwEt1AUC",
"count": 1,
"display_name": "Bubby's"
}
],
"human_resources": [
{
"id": "EPGkVHCVWiVik23Klt0bbQc8VJxM",
"count": 3,
"display_name": "Outreach"
},
{
"id": "VCgMqMIB0CBa7IqMBPduugdNkc8X",
"count": 3,
"display_name": "Arivale"
},
{
"id": "kVeXPMBPHGnX9rB64wGe9At4dW3P",
"count": 3,
"display_name": "98point6 Technologies Inc."
},
{
"id": "uPJURtHgs1POEyNY411F2gYSfOHu",
"count": 1,
"display_name": "Progrexion"
},
{
"id": "nxZohWuB4MlmCoCAQ60rSg4egJG0",
"count": 1,
"display_name": "Westmont College"
},
{
"id": "3fqHiNAnUQSbVRduzhMHFQghldx1",
"count": 1,
"display_name": "Shift5"
},
{
"id": "je010NA76EOnmhV8iJiecw00NIEB",
"count": 1,
"display_name": "Zach Hallett Photography"
},
{
"id": "aV3NkqzO1Qe639fay2UzigiXpkF3",
"count": 1,
"display_name": "Conversica"
},
{
"id": "aKCIYBNF9ey6o5CjHCCO4goHYKlf",
"count": 1,
"display_name": "Google"
},
{
"id": "wf4IDmH8F11PBB34RA7PrQKTHMEu",
"count": 1,
"display_name": "EdgeLink (now Talent Groups)"
}
],
"marketing": [
{
"id": "F4yCscbGvEDuCNBnBIPXCwbyRcWi",
"count": 2,
"display_name": "HubSpot"
},
{
"id": "PRg7NYedWNtt7E1VCBsEuQu6HCiq",
"count": 1,
"display_name": "Yext"
},
{
"id": "cJvSoW9PBv0WFG1W4pJfRA6rS6eU",
"count": 1,
"display_name": "Hummingbird Productions"
},
{
"id": "BnpcyfaBO2jPltb3iZ1WSgZm7MpA",
"count": 1,
"display_name": "National Gallery of Art"
},
{
"id": "2Pw26tmcQnTkZUEymZt9gg7LI885",
"count": 1,
"display_name": "Advanced Media Productions"
},
{
"id": "FPPytrPldB9rhRCkWF60UQMr3f6O",
"count": 1,
"display_name": "Adrian College"
},
{
"id": "xaqWaEZry52KQrSdppSdHQZy6KFq",
"count": 1,
"display_name": "SkillGalaxy"
},
{
"id": "udOaDRqen1ahKps2YfFgwA3miWlR",
"count": 1,
"display_name": "Industrious Content"
},
{
"id": "YHRzyEToBq8uBqPQYeduDQP3FkjU",
"count": 1,
"display_name": "VANTIQ"
},
{
"id": "rr6PHcBn493LBegOdfuoPQspXpfv",
"count": 1,
"display_name": "SGU Consulting"
}
],
"advisory": [
{
"id": "p9O0GG4O6WqsvtzpNyocVAI5Olub",
"count": 1,
"display_name": "AdeptID"
},
{
"id": "W6maKRtpnOXdhZcndPP60Q53SGKI",
"count": 1,
"display_name": "OperaSolutions"
},
{
"id": "2G1aL2PPURKyC5rJ9flDxAAprfec",
"count": 1,
"display_name": "Indigo"
},
{
"id": "aFC3ojEL5RcCedCot9bNswCrN6F8",
"count": 1,
"display_name": "Yale University"
}
],
"analyst": [
{
"id": "EPGkVHCVWiVik23Klt0bbQc8VJxM",
"count": 2,
"display_name": "Outreach"
},
{
"id": "uyy07kGZp3kx4JGn5ScLpwFZnJem",
"count": 1,
"display_name": "CSAA Insurance Group, a AAA Insurer"
},
{
"id": "7BIzgM9BMlmCR9ytC2Bd9QD4u50W",
"count": 1,
"display_name": "Art.com"
},
{
"id": "KUj6eMwxfPK1JeItzShxGQpq4O2v",
"count": 1,
"display_name": "Marine Corps Recruiting"
},
{
"id": "sCj4Bn8CUhnJUWdBsxHwKgRLxThH",
"count": 1,
"display_name": "VIAVI Solutions"
},
{
"id": "OyBqNdGSGtlWqV3LPblOjQQ96Oju",
"count": 1,
"display_name": "Nourish Technologies, Inc"
},
{
"id": "OgM9JiwShkjRU9drhuqDBApkfk7R",
"count": 1,
"display_name": "University of San Diego"
},
{
"id": "FmeGUJMA3eskas36nxkscgOB8Lrh",
"count": 1,
"display_name": "Axos Bank"
},
{
"id": "jiCjGHxMfi3P8vCCQwOAwgwjwINo",
"count": 1,
"display_name": "GoodTime"
},
{
"id": "PLMsAejwCAQouqqevcjjwgErTx5Y",
"count": 1,
"display_name": "Walt Disney World"
}
]
},
"top_next_employers_12_month": {
"analyst": [
{
"id": "jTI3lUxNgd7qK9i7eeoIwgW7sXYD",
"count": 1,
"display_name": "TalentDreams, a 501(c)(3)"
}
],
"engineering": [
{
"id": "3DaQfTsYIoC6YbKPG3kOaAVXudK1",
"count": 1,
"display_name": "codexIT"
},
{
"id": "7BRyINZQy27a2pCdRiOW5QbyscCE",
"count": 1,
"display_name": "CLEAR"
},
{
"id": "20TplFCve1gCyVLLHonwQg0zHHvr",
"count": 1,
"display_name": "Tint"
},
{
"id": "96oVSwA6mQA4MOYfc7yX5wKk8N8Q",
"count": 1,
"display_name": "Kind Systems"
},
{
"id": "Fw4Z76betEsbCARZhNGlNQVmoc4k",
"count": 1,
"display_name": "Data Legion"
},
{
"id": "Az8mYR0sZFCrWvdkco07nwi7tGTt",
"count": 1,
"display_name": "Affinity (CRM)"
},
{
"id": "PR51FRfxp6Aq3UgkwnZsBwWyqqee",
"count": 1,
"display_name": "Syntracts"
},
{
"id": "Dn0GAueIRsYzwepbYEGIAQVi7Qyl",
"count": 1,
"display_name": "Anaconda, Inc."
},
{
"id": "FtB2k1PU8IOJsHV96bh5Fw6GUzzR",
"count": 1,
"display_name": "84.51\u00b0"
},
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
}
],
"human_resources": [
{
"id": "IESWZWlf1vhMsiL4jnh3jwtgDj95",
"count": 1,
"display_name": "Hallow"
},
{
"id": "sbAC73xPJR6i9Z9OoJAdSwgV1Wn8",
"count": 1,
"display_name": "Drug Hunter"
},
{
"id": "PgvHcaovI3dgZxB1lRuFTAWbVZTy",
"count": 1,
"display_name": "Revenue Vessel"
},
{
"id": "se81eP8n8vkFEOq0ivePoAzYENHC",
"count": 1,
"display_name": "Beam"
},
{
"id": "ixxTLZxbq813YqytU0j9VAcG5d2e",
"count": 1,
"display_name": "Antithesis"
},
{
"id": "LN8yfZmRoP5AnL698p6S7QFtm20x",
"count": 1,
"display_name": "Nested Knowledge, Inc."
},
{
"id": "3eyqGcIV9l2aHajdSQtRqgAH1diu",
"count": 1,
"display_name": "Covet Health"
},
{
"id": "eHGg5zP2674lR7S1vfvZKwdl0oNS",
"count": 1,
"display_name": "String"
},
{
"id": "UqJeZFHRNewUCY3o0r9GBAFTSRUS",
"count": 1,
"display_name": "IntraEdge"
},
{
"id": "UqQLfhnxSUPF1evMXvJZjgU0gv5x",
"count": 1,
"display_name": "Weave"
}
],
"partnerships": [
{
"id": "Fw4Z76betEsbCARZhNGlNQVmoc4k",
"count": 1,
"display_name": "Data Legion"
},
{
"id": "cZGdP8UBDfWPxloAeypI7wswX4ar",
"count": 1,
"display_name": "Stealth AI Startup"
},
{
"id": "RofBifHYdJUxQID2SEVLXgNgSRRn",
"count": 1,
"display_name": "Hogan Lovells"
},
{
"id": "uzzC3B0CD8BzwJMTsFfbsQpHf1r1",
"count": 1,
"display_name": "Influx"
},
{
"id": "Bo7NWEmcGLz1VbZpYuCIpAlp5el5",
"count": 1,
"display_name": "Quadient"
},
{
"id": "5OOmrfJ9d01aWqvtPyjugAEq0C9P",
"count": 1,
"display_name": "Expel"
}
],
"marketing": [
{
"id": "uExrKRA4De9AHrPYs91onQ1lfvbM",
"count": 1,
"display_name": "ServiceNow"
},
{
"id": "hH63udDiUZVLOTx3JjhVewjBcJC4",
"count": 1,
"display_name": "Moveworks"
},
{
"id": "DuJ7GLLInV9SmDiiYYcJwwhSZceC",
"count": 1,
"display_name": "Route"
},
{
"id": "4qwbhGI4ceFfI9AZ3biCKQofL87U",
"count": 1,
"display_name": "Talently"
},
{
"id": "Rv8KBQCgfg2M67wPv79mngc10ROF",
"count": 1,
"display_name": "Spokeo"
},
{
"id": "4q0uNK7n3E28AtUNh77ozA7aqvUX",
"count": 1,
"display_name": "Zip"
}
],
"all": [
{
"id": "Rv8KBQCgfg2M67wPv79mngc10ROF",
"count": 3,
"display_name": "Spokeo"
},
{
"id": "uExrKRA4De9AHrPYs91onQ1lfvbM",
"count": 2,
"display_name": "ServiceNow"
},
{
"id": "Fw4Z76betEsbCARZhNGlNQVmoc4k",
"count": 2,
"display_name": "Data Legion"
},
{
"id": "C48T7IE5S3Wng5ofMWBnmwnzh6Cx",
"count": 2,
"display_name": "Private Health Management"
},
{
"id": "5OOmrfJ9d01aWqvtPyjugAEq0C9P",
"count": 1,
"display_name": "Expel"
},
{
"id": "sbfBF4GZ3zKJOprVxfDyugp7MI44",
"count": 1,
"display_name": "Stuut"
},
{
"id": "BwBFFqkEDsOhBHSMagBrmA2McoUl",
"count": 1,
"display_name": "Tanso"
},
{
"id": "jTI3lUxNgd7qK9i7eeoIwgW7sXYD",
"count": 1,
"display_name": "TalentDreams, a 501(c)(3)"
},
{
"id": "4qwbhGI4ceFfI9AZ3biCKQofL87U",
"count": 1,
"display_name": "Talently"
},
{
"id": "Y1h2WGLSjNXG8MUAAxYUhALAkriF",
"count": 1,
"display_name": "Upwell Ventures"
}
],
"product": [
{
"id": "BwBFFqkEDsOhBHSMagBrmA2McoUl",
"count": 1,
"display_name": "Tanso"
},
{
"id": "ltCOPMbY1V61SPwfgFPsEwrHfP1M",
"count": 1,
"display_name": "Savvy Programmers"
},
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
}
],
"fulfillment": [
{
"id": "NeNcCSqofszpMPvSqkURXwy6NqHp",
"count": 1,
"display_name": "Anduril Industries"
}
],
"sales": [
{
"id": "Rv8KBQCgfg2M67wPv79mngc10ROF",
"count": 3,
"display_name": "Spokeo"
},
{
"id": "C48T7IE5S3Wng5ofMWBnmwnzh6Cx",
"count": 2,
"display_name": "Private Health Management"
},
{
"id": "uX8pa6gR3SuxP1UVSv0UFgmIJnu7",
"count": 1,
"display_name": "Relay"
},
{
"id": "Vl0h2VoUCbo9fm8bnvU1nAfNAJHl",
"count": 1,
"display_name": "Postscript"
},
{
"id": "xB9vhcTPBcHJlGkwBVhjYgIwTMce",
"count": 1,
"display_name": "AAPI New Jersey"
},
{
"id": "uzzC3B0CD8BzwJMTsFfbsQpHf1r1",
"count": 1,
"display_name": "Influx"
},
{
"id": "45DRWSKT1CxuPSClLxxwog3617IC",
"count": 1,
"display_name": "Transcend"
},
{
"id": "Y8DFsvrnNxmh4wUqUcXsBQ859X1r",
"count": 1,
"display_name": "Posit PBC"
},
{
"id": "aKCIYBNF9ey6o5CjHCCO4goHYKlf",
"count": 1,
"display_name": "Google"
},
{
"id": "OvfwSqNueSLyH0UHFGDTPAVQoue9",
"count": 1,
"display_name": "Decagon"
}
],
"operations": [
{
"id": "3DaQfTsYIoC6YbKPG3kOaAVXudK1",
"count": 1,
"display_name": "codexIT"
},
{
"id": "LTUbM6ODSWHq0QMV1guYQAFjmIh2",
"count": 1,
"display_name": "Ponderosa Technologies"
},
{
"id": "ZzJPvScCOeuHLvyu8S033QogePt8",
"count": 1,
"display_name": "Flex"
},
{
"id": "NeNcCSqofszpMPvSqkURXwy6NqHp",
"count": 1,
"display_name": "Anduril Industries"
},
{
"id": "bomhBpPIzy7ykWjHkFH2egWfz8j0",
"count": 1,
"display_name": "AgentScore"
}
],
"sales_engineering": [
{
"id": "cBbvh2UGZcxw8ahNk5lIbgnR1OvS",
"count": 1,
"display_name": "Omni"
},
{
"id": "xIVEyLobPvOqDn2JJkk2YQsl8oEn",
"count": 1,
"display_name": "Supabase"
},
{
"id": "lWtLBvQ0cGrwYZYqeBOXBgcnlwV2",
"count": 1,
"display_name": "Cisco"
},
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
}
],
"support": [
{
"id": "RofBifHYdJUxQID2SEVLXgNgSRRn",
"count": 1,
"display_name": "Hogan Lovells"
},
{
"id": "GeBlYAG05dkklKxA3hCOngSLLImO",
"count": 1,
"display_name": "Endgame"
},
{
"id": "Hb6ZM2rVAMUoIJyBIuduUwj6Bo0G",
"count": 1,
"display_name": "Healiant Training and Education"
},
{
"id": "Vb1EK1RTe19rBNcLGgPx1wQMiYcz",
"count": 1,
"display_name": "Gloo"
},
{
"id": "aqrOOJB0T5v4YhyEhgfSeQJT1HSr",
"count": 1,
"display_name": "FOSSA"
},
{
"id": "hbE9XINvDp7To4VqzrDMCQmPBy6l",
"count": 1,
"display_name": "RingCentral"
},
{
"id": "qOCO9aqSt1JgLpcCDCaIGwUuZEPD",
"count": 1,
"display_name": "Envoy"
},
{
"id": "DbX7kqMmt3NS44BYlECRKwscq467",
"count": 1,
"display_name": "Pinecone"
}
],
"research": [
{
"id": "uExrKRA4De9AHrPYs91onQ1lfvbM",
"count": 1,
"display_name": "ServiceNow"
}
]
},
"top_previous_employers_12_month": {
"support": [
{
"id": "UV0ESSOhW7Wt9yTnCkxQrQy8sW2K",
"count": 1,
"display_name": "The Trade Desk"
}
],
"sales": [
{
"id": "mhhUXsOFRBvczwqhNDAKkQk1N9zZ",
"count": 1,
"display_name": "Zoom"
},
{
"id": "B7V3Ti2sbqP5v2KBwNoK6whNkTNx",
"count": 1,
"display_name": "Twilio"
}
],
"sales_engineering": [
{
"id": "RkQf5SheAMlojDPUBdgJawJQ4G2R",
"count": 1,
"display_name": "Mitsubishi Electric Iconics Digital Solutions"
},
{
"id": "bRBClQE1zUrTrPpQrYTMnQF8pUdj",
"count": 1,
"display_name": "Talroo"
}
],
"operations": [
{
"id": "nk95Lo4thY3qjZFBAbGEnwUTj9k3",
"count": 1,
"display_name": "lululemon"
}
],
"engineering": [
{
"id": "ZhswoJ41nK0ci3VDzgt5cgQE3b6C",
"count": 1,
"display_name": "Begin"
},
{
"id": "DRRZ4kyGgASQQCE4xObH3A5vdP3i",
"count": 1,
"display_name": "Tandems"
},
{
"id": "6eLuBxSLkizNBBcQVButkwFWgyXV",
"count": 1,
"display_name": "Strider Technologies"
},
{
"id": "pBpiQWbnlcvJUCCTvtis8QHRdNak",
"count": 1,
"display_name": "Mismo"
},
{
"id": "Lo1LvTjnNLkB7iLalg9RCgO7Lydu",
"count": 1,
"display_name": "SentiLink"
}
],
"analyst": [
{
"id": "WvbvCqlYOa7zsyeEqbed4wWoaDtE",
"count": 1,
"display_name": "Employee Navigator"
}
],
"all": [
{
"id": "DRRZ4kyGgASQQCE4xObH3A5vdP3i",
"count": 1,
"display_name": "Tandems"
},
{
"id": "UV0ESSOhW7Wt9yTnCkxQrQy8sW2K",
"count": 1,
"display_name": "The Trade Desk"
},
{
"id": "nk95Lo4thY3qjZFBAbGEnwUTj9k3",
"count": 1,
"display_name": "lululemon"
},
{
"id": "bRBClQE1zUrTrPpQrYTMnQF8pUdj",
"count": 1,
"display_name": "Talroo"
},
{
"id": "pBpiQWbnlcvJUCCTvtis8QHRdNak",
"count": 1,
"display_name": "Mismo"
},
{
"id": "6eLuBxSLkizNBBcQVButkwFWgyXV",
"count": 1,
"display_name": "Strider Technologies"
},
{
"id": "mhhUXsOFRBvczwqhNDAKkQk1N9zZ",
"count": 1,
"display_name": "Zoom"
},
{
"id": "ZhswoJ41nK0ci3VDzgt5cgQE3b6C",
"count": 1,
"display_name": "Begin"
},
{
"id": "Lo1LvTjnNLkB7iLalg9RCgO7Lydu",
"count": 1,
"display_name": "SentiLink"
},
{
"id": "WvbvCqlYOa7zsyeEqbed4wWoaDtE",
"count": 1,
"display_name": "Employee Navigator"
}
]
},
"top_us_employee_metros": {
"san francisco, california, united states": {
"current_headcount": 10,
"12_month_growth_rate": -0.0909
},
"san diego, california, united states": {
"current_headcount": 8,
"12_month_growth_rate": 0.0
},
"seattle, washington, united states": {
"current_headcount": 7,
"12_month_growth_rate": -0.125
},
"new york, new york, united states": {
"current_headcount": 7,
"12_month_growth_rate": 0.0
},
"boston, massachusetts, united states": {
"current_headcount": 5,
"12_month_growth_rate": 0.0
},
"portland, oregon, united states": {
"current_headcount": 4,
"12_month_growth_rate": 0.3333
},
"atlanta, georgia, united states": {
"current_headcount": 4,
"12_month_growth_rate": 0.0
},
"denver, colorado, united states": {
"current_headcount": 4,
"12_month_growth_rate": -0.2
},
"los angeles, california, united states": {
"current_headcount": 4,
"12_month_growth_rate": 0.3333
},
"austin, texas, united states": {
"current_headcount": 3,
"12_month_growth_rate": 2.0
}
},
"dataset_version": "35.1"
}