audit trails jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, audit trails appears in 32 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles.
Last updated · 90d ending 2026-08-26
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Frequently asked questions about audit trails
+Is audit trails in demand in 2026?
Yes. audit trails appears in 32 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for Software Engineer roles (28% of Software Engineer postings list it).
+What jobs require audit trails?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require audit trails are Software Engineer (28% of postings list audit trails), Product Manager (12% of postings list audit trails), Data Platform Engineer (9% of postings list audit trails).
+What skills are commonly paired with audit trails?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), audit trails most often appears alongside Python, data pipelines, observability, AWS, authorization.
+Where is audit trails most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring audit trails are San Francisco, London, Berlin, New York City, Sofia, 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 | 9 | 28.1% |
| Product Manager | 4 | 12.5% |
| Data Platform Engineer | 3 | 9.4% |
| AI Operations Lead | 2 | 6.2% |
| Data Engineer | 2 | 6.2% |
| AI Governance Leader | 1 | 3.1% |
| AI Technical Product Manager | 1 | 3.1% |
| Billing Systems Engineer | 1 | 3.1% |
| Data Operations Manager | 1 | 3.1% |
| Data Scientist | 1 | 3.1% |
Top metros hiring for audit trails
| Name | Postings | Share |
|---|---|---|
| San Francisco | 5 | 15.6% |
| London | 3 | 9.4% |
| Berlin | 2 | 6.3% |
| New York City | 2 | 6.3% |
| Sofia | 2 | 6.3% |
| Washington | 2 | 6.3% |
| Bellevue | 1 | 3.1% |
| Dublin | 1 | 3.1% |
| Eu | 1 | 3.1% |
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 2026-08-26. 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
- 2026-08-26
- 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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