People Data Labs Job Title API

The job_title API from People Data Labs — 1 operation(s) for job_title.

Documentation GitHub OpenAPI

Operations 1

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 · /job_title/enrich #

Ask an LLM

“What related titles and skills go with a job title like 'data engineer'?”

“Can I standardize a job title someone typed into a form?”

Tell an agent

Enrich the job title {job_title}.

Get the related titles and skills for {job_title}.

Documentation

📖

Documentation

https://docs.peopledatalabs.com/docs/preview-enrichment-api

📖

Documentation

https://docs.peopledatalabs.com/docs/subject-request-api

Specifications

⚙

OpenAPI

https://raw.githubusercontent.com/api-evangelist/peopledatalabs/refs/heads/main/openapi/peopledatalabs-job-title-api-openapi.yml

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-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 API
  version: '5.0'
servers:
- url: https://api.peopledatalabs.com
- url: http://api.peopledatalabs.com
tags:
- name: Job Title
paths:
  /v5/job_title/enrich:
    get:
      tags:
      - Job Title
      summary: /job_title/enrich
      description: Enrich a job_title
      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: A job_title to be enriched
        schema:
          type: string
      - name: pretty
        in: query
        description: Whether the output should have human-readable indentation.
        schema:
          type: boolean
          default: false
      responses:
        '200':
          description: Job Title Found
          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 quick
      operationId: getV5JobTitleEnrich
      x-operation-id-source: derived
components:
  schemas:
    JobTitle:
      type: object
      properties:
        cleaned_job_title:
          type: string
          description: The job title matching the API input job title after being run through our internal job title cleaner.
        similar_job_titles:
          type: array
          description: Up to five of the most contextually similar job titles to the cleaned_job_title determined using PDL’s global resume data.
          items:
            type: string
        relevant_skills:
          type: array
          description: Up to five of the most contextually relevant skills to the cleaned_job_title determined using PDL’s global resume data.
          items:
            type: string
        id:
          type: string
          description: PDL Job Title entity ID. This is currently non-persistent and generated from the cleaned_job_title
      additionalProperties: false
  securitySchemes:
    APIKeyHeader:
      in: header
      name: X-API-Key
      type: apiKey