recruitment-data

Indeed jobs scraper on Apify — job listings, salaries, a native salary-range filter, full descriptions and free company profiles across 60+ countries. CSV/JSON/API.

Scrape Ashby job listings, automated extraction

Workday jobs scraper for careers

The best Indeed scraper for extracting job listings, companies, salaries, search results, and public recruitment data through ready-to-use APIs.

51jobs job data scraper

Liepin job data scraper

Adzuna job listings extractor

Adzuna jobs contact scraper

Finnish job listings scraper

Open-source UK labour market research tool that turns ONS, Nomis and other official workforce, job advertising and earnings data into evidence for People and Talent decisions.

Tanitjobs job listings extractor

startupjobs job ad extractor

Workopolis jobs listing extractor

LinkedIn job listings extractor

Learn4Good job listings scraper

Extract detailed job listings efficiently

Exploratory data analysis of HeadHunter resumes: cleaning, feature engineering, Plotly visualizations, and outlier detection (Python, pandas, Jupyter).

A reusable Python and Codex workflow for recruitment data cleaning, validation, and quality reporting.