Output Response - Skill Enrichment API - People Data Labs Documentation

The Skill Enrichment API is now fully removedThis endpoint was removed in our April 2025 (v30.0) Release and is no longer available. This page is retained for historical documentation purposes.For more information, please see our April 2025 Release Notes (v30.0).

Response Data Structure

Here is the structure of an example response from the Skill Enrichment API:

JSON

{
  "cleaned_skill": "ai",
  "similar_skills": [
    "machine learning",
    "artificial intelligence",
    "deep learning",
    "data science",
    "iot"
  ],
  "relevant_job_titles": [
    "data scientist",
    "software engineer",
    "senior data scientist",
    "chief technology officer",
    "senior software engineer"
  ]
}

Response Fields

cleaned_skill

Type	Description
`String`	The skill that matches the API input `skill` after passing it through our internal skill cleaner.

similar_skills

Type	Description
`Array [String]`	A list of to five of the most contextually-similar skills to the `cleaned_skill`, determined using our global resume data.

relevant_job_titles

Type	Description
`Array [String]`	A list of up to five of the most contextually-similar job titles to the `cleaned_skill`, determined using our global resume data.

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Output Response - Skill Enrichment API

Response Data Structure

Response Fields

`cleaned_skill`

`similar_skills`

`relevant_job_titles`

​Response Data Structure

​Response Fields

​cleaned_skill

​similar_skills

​relevant_job_titles

Response Data Structure

Response Fields

`cleaned_skill`

`similar_skills`

`relevant_job_titles`