People Data Labs Job Title Enrichment API

The Job Title Enrichment API from People Data Labs — 1 operation(s) for job title enrichment.

Documentation GitHub OpenAPI

Operations 2

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

GET /v5/job_title/enrich Enrich a job title with a GET request · /job_title/enrich #

Ask an LLM

“What similar titles and skills are associated with a given job title?”

“Can I get job title enrichment results titlecased?”

Tell an agent

Enrich the job title {job_title} with a GET request.

Look up related titles and skills for {job_title}, titlecased.

POST /v5/job_title/enrich Enrich a job title from a POST body · /job_title/enrich #

Ask an LLM

“Can I send the job title in a JSON body instead of the query string?”

“Is there a POST form of job title enrichment?”

Tell an agent

POST the job title {job_title} for enrichment.

Send {job_title} in a request body and return its enrichment.

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this

find_apisBrowse and filter every API in the catalog.
get_api_artifactsOne API's artifacts, grouped by type.
get_openapiThe primary OpenAPI for this API.
find_similar_apisAPIs that look like this one.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This API

curl "https://apis.io/api/v1/apis/peopledatalabs:peopledatalabs-job-title-enrichment-api"

All apis

curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

openapi: 3.2.0
info:
  description: People Data Labs API
  title: api.peopledatalabs.com Job Title Enrichment API
  version: '5.0'
servers:
- url: https://api.peopledatalabs.com
tags:
- name: Job Title Enrichment
paths:
  /v5/job_title/enrich:
    get:
      security:
      - APIKeyHeader: []
      parameters:
      - name: Content-Type
        in: header
        description: The content type
        schema:
          type: string
          default: application/json
          enum:
          - application/json
      - name: job_title
        in: query
        description: Job title that will be enriched
        required: true
        schema:
          type: string
      - name: titlecase
        in: query
        description: Setting to `true` will titlecase any records returned
        schema:
          type: boolean
          default: false
      - name: pretty
        in: query
        description: Whether the output should have human-readable indentation
        schema:
          type: boolean
          default: false
      responses:
        '200':
          description: Job Title enrich completed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobTitle'
        '400':
          description: Request contained either missing or invalid parameters
        '401':
          description: Request contained a missing or invalid key
        '402':
          description: You have reached your account maximum (all matches used)
        '404':
          description: No records were found matching your request
        '405':
          description: Request method is not allowed on the requested resource
        '429':
          description: An error occurred due to requests hitting the API too quickly
      summary: /job_title/enrich
      tags:
      - Job Title Enrichment
      operationId: getV5JobTitleEnrich
      x-operation-id-source: derived
    post:
      security:
      - APIKeyHeader: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                job_title:
                  type: string
                  description: Job title that will be enriched
                  example: software engineer
                titlecase:
                  type: boolean
                  description: Setting titlecase to true will titlecase any records returned
                  default: false
                pretty:
                  type: boolean
                  description: Whether the output should have human-readable indentation
                  default: false
      responses:
        '200':
          description: Job Title enrich completed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobTitle'
        '400':
          description: Request contained either missing or invalid parameters
        '401':
          description: Request contained a missing or invalid key
        '402':
          description: You have reached your account maximum (all matches used)
        '404':
          description: No records were found matching your request
        '405':
          description: Request method is not allowed on the requested resource
        '429':
          description: An error occurred due to requests hitting the API too quickly
      summary: /job_title/enrich
      tags:
      - Job Title Enrichment
      operationId: postV5JobTitleEnrich
      x-operation-id-source: derived
components:
  schemas:
    JobTitle:
      type: object
      properties:
        cleaned_job_title:
          type: string
          example: supply manager
          description: The job title that matches the API input job_title after passing it through our internal job title cleaner.
        similar_job_titles:
          type: array
          items:
            type: string
          example:
          - senior supply manager
          - supply chain manager
          - supply specialist
          - supply supervisor
          - supply coordinator
          description: A list of up to five of the most contextually-similar job titles to the cleaned_job_title, determined using our global resume data.
        'relevant_skills:':
          type: array
          items:
            type: string
          example:
          - supply management
          - spend analysis
          - supplier development
          - demand planning
          - strategic sourcing
          description: A list of up to five of the most contextually-similar skills to the cleaned_job_title, determined using our global resume data.
  securitySchemes:
    APIKeyHeader:
      in: header
      name: X-API-Key
      type: apiKey
x-readme:
  explorer-enabled: true
  proxy-enabled: true
  samples-enabled: true