Job tracking & data

Job crawling built for real career websites

Career sites are messy. Recuity handles dynamic pages, unusual navigation and unstructured job content to produce consistent job data.

The problem

Career websites don't follow one standard

Every employer publishes jobs differently. Most of the work is getting to the jobs at all.

rendering…

Pages rendered by JavaScript

Nothing useful in the first response — the jobs appear after the page runs.

Load more roles

Navigation through buttons

Next pages and filters sit behind clicks, not links a crawler can follow.

Custom career sites

Built in-house, with their own layout, their own routes and their own quirks.

own site · no ATS

Not every company uses an ATS

Some companies publish jobs directly on their own website. Recuity can still find and structure them.

?page=2 · ?page=3 · ?page=4

Pages that never end

Filter and calendar links generate endless URLs that lead nowhere.

/blog · /news · /events

Everything that isn't a job

Blogs, press releases and policy pages outnumber the roles many times over.

How we crawl

Built to find jobs, not to read whole websites

General-purpose crawling fetches pages and hands them back. Recuity is aimed at one thing: finding the jobs on a company's site and keeping them accurate.

What has to happen General-purpose crawling Recuity
Reaching the jobs Follows the links it can see Handles rendered pages and click-based navigation
Knowing what is a job Every page is treated the same Job pages separated from the rest of the site
Jobs published directly on company websites Often relies on structured job data or feeds Reads the job page itself
What comes back Raw HTML or loose markdown The same fields on every job

Purpose-built crawling is what makes the rest possible: one record per role, and the same fields every time.

Structuring

Job pages in. Usable job data out.

Every careers page is written differently. Every job comes back in the same fields.

A careers page
monvia.com/careers/backend-engineer
Senior Backend Engineer
Posted 4 September 2026 · Monvia
Join our payments platform team in London, working three days a week in the office and the rest from home. This is a permanent position paying £70,000 to £90,000, depending on experience.
You'll build services in Go and Kotlin, work closely with our risk team, and help shape how we ship.
unstructured html
Recuity
The job record
job record
"job_title": "Senior Backend Engineer",
"company_name": "Monvia",
"location": "London, UK",
"location_type": "hybrid",
"min_salary": 70000,
"max_salary": 90000,
"seniority_level": "senior",
"job_types": ["permanent"],
"posted_date": "2026-09-04",
"description": "<p>…"

Tracked companies are regularly rechecked for changes.

Ready to use the jobs?