Audit trails jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-06-12, Audit trails appears in 185 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 20% vs the prior 4 weeks.
Last updated · 90d ending 2026-06-12
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Frequently asked questions about Audit trails
+Is Audit trails in demand in 2026?
Yes. Audit trails appears in 185 job postings indexed by Skillenai over the 90 days ending 2026-06-12, with demand down 20% vs the prior 4 weeks. It is most often required for Software Engineer roles (17% of Software Engineer postings list it).
+What jobs require Audit trails?
According to the Skillenai jobs index over the 90 days ending 2026-06-12, the job titles most likely to require Audit trails are Software Engineer (17% of postings list Audit trails), Product Manager (6% of postings list Audit trails), Staff Software Engineer (4% of postings list Audit trails).
+What skills are commonly paired with Audit trails?
Across job postings indexed by Skillenai (90 days ending 2026-06-12), Audit trails most often appears alongside observability, Python, TypeScript, CI/CD, Reconciliation.
+Where is Audit trails most in demand?
As of 2026-06-12, the metro areas posting the most jobs requiring Audit trails are New York City, San Francisco, London, Toronto, Washington, according to the Skillenai jobs index.
+How can I keep up with new Audit trails content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Audit trails alongside the jobs index. You can subscribe to a daily email digest of new Audit trails content from your Skillenai account.
Weekly job postings requiring Audit trails — last 90 days
Job titles most likely to require Audit trails
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 32 | 17.3% |
| Product Manager | 12 | 6.5% |
| Staff Software Engineer | 8 | 4.3% |
| Engineering Manager | 7 | 3.8% |
| Platform Engineer | 5 | 2.7% |
| Data Science Principal | 4 | 2.2% |
| Quality Assurance Specialist | 4 | 2.2% |
| Backend Engineer | 3 | 1.6% |
| Data Engineer | 3 | 1.6% |
| Full Stack Engineer | 3 | 1.6% |
Top metros hiring for Audit trails
| Name | Postings | Share |
|---|---|---|
| New York City | 24 | 13.0% |
| San Francisco | 23 | 12.4% |
| London | 7 | 3.8% |
| Toronto | 6 | 3.2% |
| Washington | 5 | 2.7% |
| Bengaluru | 3 | 1.6% |
| Seattle | 3 | 1.6% |
| Bellevue | 2 | 1.1% |
| Madison | 2 | 1.1% |
Skills commonly paired with Audit trails
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-06-12. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 5a95afb870fb4451
- data_as_of
- 2026-06-12
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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