jobdata

Cohorts

Published Jobs and Attributes

Current inventory state, timestamp lifecycle, and bounded attributes.

Latest bucket
2026-11-14 17:00 UTC
Complete · lag 0.8h Rollup coverage 168/168 buckets Lifecycle: 168/168 recorded hoursAttributes: 168/168 recorded hoursQuality: 168/168 recorded hoursEvent telemetry: 168/168 recorded hours Recorded hours do not guarantee every counter was reported. — means unavailable. Metric definitions

Current database state

Jobs in database

55,352,822

Latest completed rollup

Published jobs

55,352,822

Latest completed rollup

Active jobs

5,153,123

Published and not expired

Active company jobs

4,657,044

Active company flag

Timestamp lifecycle

Jobs created

599,533

Jobs with a created date

Jobs published

534,295

Jobs with a published date

Jobs expired

690,105

Jobs with an expiry date

Deleted records

0

Records with a deletion date

Event payload

Jobs created (reported)

585,917

Reported event counter; separate from lifecycle totals

Jobs expired (reported)

146,219

Reported event counter; separate from lifecycle totals

Published-job quality

Cohort jobs

534,296

7d published-job cohort

Salary processed

99.3%

Location processed

99.6%

Embeddings

99.6%

Inventory flows

Company Size over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Company Type over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Country over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial. Shares use job-attribute assignments; a job can have multiple values.

Experience Level over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Founding Year over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Industry over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Job Type over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial. Shares use job-attribute assignments; a job can have multiple values.

Language over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Region over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial. Shares use job-attribute assignments; a job can have multiple values.

Work Mode over time

Daily shares of available newly published-job cohorts, not total inventory. Categories ranked by recorded period counts. Gaps indicate empty/missing cohorts or unavailable top-20 values. Boundary days may be partial.

Attribute distributions

Newly published-job cohorts across the selected period, not total inventory. Top recorded categories are shown; Other contains the stored hourly top-20 remainder. Values marked ≥ are lower bounds because some hourly counts were grouped into Other. Country, region, and job-type shares count job-attribute assignments, so a job may contribute multiple values.

Company Size

  • 10,001+ 216,018 40.4%
  • Not available 87,360 16.4%
  • 1,001-5,000 84,582 15.8%
  • 5,001-10,000 39,222 7.3%
  • 501-1,000 27,653 5.2%

Company Type

  • Privately Held 204,630 38.3%
  • Public Company 176,273 33.0%
  • Not available 87,403 16.4%
  • Nonprofit 30,670 5.7%
  • Government Agency 11,098 2.1%

Country

  • US 319,447 59.5%
  • GB ≥24,723 ≥4.6%
  • CA ≥19,496 ≥3.6%
  • DE ≥18,448 ≥3.4%
  • BR ≥18,006 ≥3.4%
  • Other 35,184 6.5%

Experience Level

  • Not specified 184,089 34.5%
  • Mid-level / Intermediate 181,840 34.0%
  • Senior-level / Expert 97,896 18.3%
  • Entry-level / Junior 50,633 9.5%
  • Executive-level / Director 19,838 3.7%

Founding Year

  • Not available 246,932 46.2%
  • 1988 ≥10,995 ≥2.1%
  • 2020 ≥8,100 ≥1.5%
  • 2014 ≥6,041 ≥1.1%
  • 1979 ≥5,643 ≥1.1%
  • Other 143,506 26.9%

Industry

  • Not available 87,199 16.3%
  • Retail 50,199 9.4%
  • Hospitals and Health Care ≥49,899 ≥9.3%
  • IT Services and IT Consulting ≥28,267 ≥5.3%
  • Software Development ≥18,142 ≥3.4%
  • Other 140,068 26.2%

Job Type

  • Full Time 464,409 83.7%
  • Part Time 60,125 10.8%
  • Internship 10,149 1.8%
  • Contract 8,899 1.6%
  • Temporary 7,496 1.4%

Language

  • en 451,844 84.6%
  • de 18,756 3.5%
  • pt ≥17,203 ≥3.2%
  • fr 14,948 2.8%
  • es 8,633 1.6%
  • Other 574 0.1%

Region

  • North America 345,905 64.6%
  • Europe 94,446 17.6%
  • Asia/Pacific 54,700 10.2%
  • South America 22,605 4.2%
  • Middle East 7,837 1.5%

Work Mode

  • No remote signal 407,856 76.3%
  • Remote signal, mode unclear 70,475 13.2%
  • Remote 28,589 5.4%
  • Hybrid 27,339 5.1%
  • Remote - Anywhere 37 0%

Event payload metrics

MetricValueAggregation
Completed event runs 1,804 Sum of reported counters; may include repeated items
Failed items 58,161 Sum of reported counters; may include repeated items
Runs with errors 3 Sum of reported counters; may include repeated items
Filtered items 582,605 Sum of reported counters; may include repeated items
Incomplete event runs 14 Sum of reported counters; may include repeated items
Event runs 1,818 Sum of reported counters; may include repeated items
Event runtime (seconds) 7,052,360 Sum of reported counters; may include repeated items
Event items 16,426,085 Sum of reported counters; may include repeated items
Companies created (event counter) 636 Sum of reported counters; may include repeated items
Feed Ids New 208 Sum of reported counters; may include repeated items
Feed Items 74,615 Sum of reported counters; may include repeated items
Feed Reads 609 Sum of reported counters; may include repeated items
Filtered Reason Groups 620 Sum of reported counters; may include repeated items
Filtered Reason Items 301,506 Sum of reported counters; may include repeated items
Initial-list errors 56,960 Sum of reported counters; may include repeated items
Jobs created (event counter) 585,917 Sum of reported counters; may include repeated items
Jobs expired (event counter) 146,219 Sum of reported counters; may include repeated items
Jobs Seen 2,963,255 Sum of reported counters; may include repeated items
Jobs updated (event counter) 11,090 Sum of reported counters; may include repeated items
Proxy 429 14,716 Sum of reported counters; may include repeated items
Proxy Attempts 110,716 Sum of reported counters; may include repeated items
Proxy failures 350 Sum of reported counters; may include repeated items
Proxy Successes 14,525 Sum of reported counters; may include repeated items
Salary rejected (event counter) 320 Sum of reported counters; may include repeated items

Metrics cover published-job cohorts and stored event rollups. Timestamps are UTC.

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