Open-Apply Jobs: Daily-Refreshed Active Job Postings from Public ATS APIs

A daily-refreshed open dataset of active job postings sourced directly from public Applicant Tracking System APIs like Greenhouse, Lever, and Ashby. Each record can be traced back to the hiring company's own career board. The dataset is maintained by edwarddgao and was last updated on 2026-05 03.

Use Cases

• Analyze hiring demand trends based on daily-refreshed job posting volume.
• Study company recruitment practices based on data sourced from public ATS APIs.
• Build job recommendation systems based on active, traceable postings from company career boards.

Strengths

• Data is refreshed automatically daily at 06:00 UTC, ensuring recency.
• Records are sourced directly from public ATS APIs and are traceable to company career boards.
• Data is stored in Hive-partitioned Parquet format, partitioned by date and source.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Public ATS APIs (Greenhouse, Lever, Ashby).

Collection Method

Sourced directly from APIs and traceable to company career boards.

Time Range

Daily coverage; specific start date unknown.

Freshness

Daily automated refresh at 06:00 UTC; last updated 2026-05-03 07:58:08.

Geography

Global coverage implied by public ATS sources; specific geography unknown.