Data · Hiring

Hiring data, read from company career systems_

We read open roles straight from the applicant tracking systems behind company career sites, every hour. Each posting is normalized and joined to the company, so you can filter on who is hiring what, where.

10M+open roles
151kcareer sites
~70ATS read directly
Hourlyrefresh
01 — In every posting

What a job record holds

title

Title

As written, plus a normalized function and level.

location

Location

City and country, and whether the role is remote or hybrid.

first_seen_at

Dates

First seen, last seen and closed, for hiring velocity.

tools_mentioned

Tools

Software the posting asks for: a tech signal of its own.

description_md

Description

The full text, cleaned to Markdown.

company

Company

Joined to the company record: size, offering, tech.

02 — Sources

Read from the systems companies hire with

We go to the applicant tracking system behind each company's own career site first, and use job portals for companies that do not run one.

Applicant tracking systems~70 systems

Read straight from the career site a company runs.

Greenhouse
Lever
Ashby
Workable
SmartRecruiters
Personio
Recruitee
Teamtailor
Workday
BambooHR
JazzHR
Breezy HR
Jobvite
iCIMS
Pinpoint
JOIN
+ 50 more
Job portalsGap filling

For companies without their own career system.

LinkedIn
Indeed
Glassdoor
StepStone
Welcome to the Jungle
XING
Wellfound
Monster
03 — Why the source matters

Career systems first, portals to fill gaps

On job portals the same role shows up many times, agencies repost it and closed roles linger. The career system is where the company itself opens and closes the role, so we read it there whenever we can. The same role from several sources is still one record, and it closes when the company closes it.

Career sites151k
Systems read~70 ATS
Check intervalHourly
Open roles today10M+
04 — Ways to use it

From a posting to a play

01

Filter companies by hiring

Function, level, count and recency as search filters.

02

Watch for new roles

A saved search pushes new matches to your webhook.

03

Find the hiring manager

The function head the new hires report to.

04

Bulk files

The whole feed as the Jobs dataset.

Hiring data

Get this data your way

The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.

Plays

Put it to work

Plays that run on hiring data.

FAQ

Hiring data: questions

How is this different from job board data?

We read the company's own career system first, so reposts collapse into one record, agency listings stay out, and roles close when the company closes them. Portals only fill in companies without a career system.

How fresh is it?

Career sites are checked every hour, so most new roles show up the same day.

Which countries?

Every country a company hires in; our company coverage is strongest in the US, the UK and the EU.

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