Datasets / Jobs API

Active jobs dataset behind the API.

A dataset of active job postings collected from supported ATS platforms, with normalized roles, skills, seniority, workplace type, locations, salaries, and company details where sources provide them. It excludes closed or removed listings, unusable records, and duplicate postings. Built for job discovery, labor-market research, talent intelligence, workforce planning, competitive analysis, and recruiting products.

Active postings

800K+

Current indexed estimate

Companies named

6.7K+

Distinct known company names

Indexed in 7 days

100K+

By first Clair observation

Latest verification

15:52 UTC

Aug 15, 2026, 3:52 PM UTC

Companies

Stripe
Figma
Cloudflare
Airbnb
Spotify
NVIDIA
Datadog
Reddit

Selected registry examples · not customers, rankings, or endorsements

Top roles

Which jobs lead the market, what they pay, and which skills they ask for.

250K+ active postings matched a reviewed role family in Clair's occupation taxonomy — the same classification the Jobs API serves. The 15 largest are shown here. Pay is the typical USD yearly range among postings that state one: median and the 25th–75th percentile of each posting's midpoint. Hourly, monthly, and other-currency figures are excluded rather than converted. Skills are distinctive to the role: named in at least 5% of that role's described postings, and at least twice as often as in the overall market. A token in a description is a mention, not a qualification.

01

Software Engineer

9.9%

$186K

Python · AWS · CI/CD · Java

$155K–$224K

02

Sales Associate

4%

$75K

$67K–$92K

03

Registered Nurse

4%

$120K

OSHA · HIPAA

$92K–$149K

04

Account Executive

3.8%

$151K

Salesforce

$108K–$225K

05

Customer Service Representative

3.7%

$61K

$45K–$81K

06

Product Manager

2.8%

$189K

LLM · SQL · Jira · Generative AI

$156K–$220K

07

Project Manager

2.7%

$128K

Microsoft Project · Jira

$108K–$150K

08

Account Manager

2.6%

$125K

Salesforce

$92K–$180K

09

Assistant Manager

2.2%

$68K

$60K–$78K

10

Store Manager

2.1%

$70K

$60K–$83K

11

Solutions Architect

2.1%

$180K

Python · AWS · Azure · GCP

$148K–$215K

12

Marketing Manager

2%

$144K

Salesforce · HubSpot · Google Analytics · Google Ads

$113K–$174K

13

Patient Care Technician

1.8%

14

General Manager

1.7%

$124K

Salesforce

$95K–$157K

15

Delivery Driver

1.7%

On-site

58.9%

150K+

Remote

21.4%

57K+

Hybrid

19.8%

52K+

Workplace

How classified roles describe where work happens.

250K+ postings carry a recognized remote, hybrid, or onsite classification. Shares exclude postings where the source did not provide enough information.

Skills

Technologies mentioned in readable job descriptions.

150K+ active postings mention at least one technology from Clair's curated, boundary-aware vocabulary in their description text — the population the Jobs API's top-skills endpoint analyzes. A mention indicates demand in the posting, not proficiency level or importance.

01Python
22.3%
02AWS
14%
03SQL
13.9%
04Salesforce
10.5%
05CI/CD
10.2%
06Azure
9.7%
07LLM
8.8%
08GCP
8.7%
09Kubernetes
8.2%
10SAP
7.8%
11Java
7%
12Linux
6.3%
13Generative AI
5.6%
14Docker
5.4%
15C++
5.3%

Geography

Countries resolved from posting locations.

650K+ postings name a location Clair can resolve to an ISO country. Region-only labels and location-free remote roles remain unresolved.

01United States
57%
02India
5.5%
03United Kingdom
4.8%
04France
3.8%
05Germany
3.7%
06Canada
3.4%
07Australia
1.4%
08Singapore
1.3%
09China
1.3%
10Spain
1.1%

Seniority

The level expressed by titles and posting text.

350K+ postings carry a normalized seniority. Unclassified roles are excluded rather than folded into an other bucket.

01Intern
2.8%
02Entry
20.3%
03Mid
2.8%
04Senior
50.6%
05Staff
9%
06Principal
9.6%
07Executive
4.9%

Coverage

Known fields, with the gaps left visible.

Coverage is measured against the canonical active-posting population above. A missing value means the source omitted it or Clair could not derive it defensibly; it never means zero.

Role family

33.4%

250K+ of 800K+

Workplace

32%

250K+ of 800K+

Country

80.2%

650K+ of 800K+

Description

60.7%

500K+ of 800K+

Salary figure

20.3%

150K+ of 800K+

Build on the same market view.

Filter normalized active postings by skills, country, workplace, seniority, salary, company, and source—with freshness and provenance attached.