> ## Documentation Index
> Fetch the complete documentation index at: https://docs.peopledatalabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Output Response - Skill Enrichment API

> ❗️ The Skill Enrichment API is now fully removed
>
> This 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)](https://docs.peopledatalabs.com/changelog/april-2025-release-notes-v300).

## 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. |

<br />

### `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. |

<br />

### `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. |