[Research](/research) / DirectCompanyCareerPulse

# Direct-from-ATS Engineering, AI, Security & Sales Jobs: 2026 statistics from 6,837 public records

**The most common function is Engineering: 3,026 of 6,837 records (44.3%) (as of 2026-11-04; source: Public Greenhouse and Ashby job-board APIs).**

Data as of 2026-11-04 · Compiled by Zalwin from Public Greenhouse and Ashby job-board APIs Copy citation

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## Key findings

- Zalwin's DirectCompanyCareerPulse dataset holds 6,837 DirectCompanyCareerPulse records dated 2019-04-17 to 2026-11-04 (as of 2026-11-04; source: Public Greenhouse and Ashby job-board APIs). [#](#finding-1)
- The most common function is Engineering: 3,026 of 6,837 records (44.3%) (as of 2026-11-04; source: Public Greenhouse and Ashby job-board APIs). [#](#finding-2)
- 2,066 of 6,837 records (30.2%) are dated within the 30 days before 2026-11-04 (source: Public Greenhouse and Ashby job-board APIs). [#](#finding-3)

## DirectCompanyCareerPulse records by function

| Group | Records | Share |
|---|---|---|
| Engineering | 3,026 | 44.3% |
| Sales & GTM | 2,028 | 29.7% |
| AI / ML | 990 | 14.5% |
| Product & design | 415 | 6.1% |
| Security | 378 | 5.5% |

## Methodology and data provenance

- Sample: 6,837 public records dated 2019-04-17 to 2026-11-04; illustrative samples excluded.

- Source: Public Greenhouse and Ashby job-board APIs. Refreshed automatically about every 12 hours; figures above are as of 2026-11-04.

- Shares are of all records in the dataset; totals and medians use only records with a stated amount.

- Organization-level data only. Informational; verify individual records at the official source.

### Cite this study

Zalwin Research, "DirectCompanyCareerPulse statistics" (data as of 2026-11-04), https://zalwin.com/research/directcompanycareerpulse

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