Job Data Collection

Real-time custom job scraping, built for your stack.

We collect jobs from any source — employer career sites, ATS platforms — and deliver them clean and structured, exactly where you need them.

How it works

From source to your database in 3 steps

01

You identify sources

Employer career websites, ATS URLs, custom feeds — tell us where the jobs live.

02

We scrape, clean & enrich

Real-time collection. Content normalization, filtering, salary parsing, taxonomy mapping, geo enrichment, deduplication.

03

We deliver in your format

XML, CSV, JSON, JSONL, Parquet, and custom text formats built to your spec, delivered directly to Amazon S3, SFTP, FTP, API, Google Cloud Storage, Azure, or Snowflake.

Key features

A full-service collection pipeline

  • Real-time scraping — new jobs within minutes of being posted
  • Expired listing removal — better budget control and candidate experience
  • Client dashboard — manage, monitor and restart scrapes yourself
  • Custom frequency & scheduling — daily or faster, per-employer tuning
  • Full-service model — we handle scraping and integration issues
  • Jobs format conversion — map to your database schema and fields
  • Flexible filtering — by location, title, keyword or any criteria
  • Content normalization — encoding fixes, symbols, tracking codes, custom text
  • Taxonomy mapping — extract and normalize titles and categories
  • Job replication — post to multiple locations or generate variants
  • API integration — refresh jobs via your existing platform API
  • Real-time reporting — proactive issue resolution
Why job scraping

Why teams pick us

18 years of scraping infrastructure

Built and refined since 2008.

Dedicated QA & monitoring

Every source checked continuously.

Fully managed with support SLAs

Zero maintenance burden on your side.

Works with your stack

We adapt to your API, schema, and delivery preferences.

Global coverage

Sources across 197 countries.

Ready to put job scraping on autopilot?

Tell us your sources, your stack, and your delivery needs — we'll handle the rest.