anomaly detection jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-14, anomaly detection appears in 1,121 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand up 25% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-14
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Frequently asked questions about anomaly detection
+Is anomaly detection in demand in 2026?
Yes. anomaly detection appears in 1,121 job postings indexed by Skillenai over the 90 days ending 2026-08-14, with demand up 25% vs the prior 4 weeks. It is most often required for Data Scientist roles (11% of Data Scientist postings list it).
+What jobs require anomaly detection?
According to the Skillenai jobs index over the 90 days ending 2026-08-14, the job titles most likely to require anomaly detection are Data Scientist (11% of postings list anomaly detection), Software Engineer (8% of postings list anomaly detection), Data Analyst (5% of postings list anomaly detection).
+What skills are commonly paired with anomaly detection?
Across job postings indexed by Skillenai (90 days ending 2026-08-14), anomaly detection most often appears alongside Python, SQL, machine learning, data pipelines, observability.
+Where is anomaly detection most in demand?
As of 2026-08-14, the metro areas posting the most jobs requiring anomaly detection are San Francisco, New York City, Bengaluru, Toronto, Tel Aviv, according to the Skillenai jobs index.
+How can I keep up with new anomaly detection content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning anomaly detection alongside the jobs index. You can subscribe to a daily email digest of new anomaly detection content from your Skillenai account.
Weekly job postings requiring anomaly detection — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require anomaly detection
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 121 | 10.8% |
| Software Engineer | 93 | 8.3% |
| Data Analyst | 58 | 5.2% |
| Machine Learning Engineer | 57 | 5.1% |
| Product Manager | 57 | 5.1% |
| Data Engineer | 54 | 4.8% |
| Analytics Engineer | 18 | 1.6% |
| Engineering Manager | 17 | 1.5% |
| Security Engineer | 16 | 1.4% |
| ML Engineer | 15 | 1.3% |
Top metros hiring for anomaly detection
| Name | Postings | Share |
|---|---|---|
| San Francisco | 61 | 5.4% |
| New York City | 50 | 4.5% |
| Bengaluru | 26 | 2.3% |
| Toronto | 23 | 2.1% |
| Tel Aviv | 21 | 1.9% |
| London | 16 | 1.4% |
| Seattle | 15 | 1.3% |
| Washington | 13 | 1.2% |
| Berlin | 11 | 1.0% |
Skills commonly paired with anomaly detection
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-14. 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
- f3fe766edf7a3bb7
- data_as_of
- 2026-08-14
- 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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