anomaly detection jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-02, anomaly detection appears in 1,240 job postings indexed by Skillenai over the past 90 days — most often required for Senior Data Engineer roles.
Last updated · 90d ending 2026-05-02
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Frequently asked questions about anomaly detection
+Is anomaly detection in demand in 2026?
Yes. anomaly detection appears in 1,240 job postings indexed by Skillenai over the 90 days ending 2026-05-02. It is most often required for Senior Data Engineer roles (14% of Senior Data Engineer postings list it).
+What jobs require anomaly detection?
According to the Skillenai jobs index over the 90 days ending 2026-05-02, the job titles most likely to require anomaly detection are Senior Data Engineer (14% of postings list anomaly detection), Lead Data Engineer (63% of postings list anomaly detection), Senior Data Scientist (5% of postings list anomaly detection).
+What skills are commonly paired with anomaly detection?
Across job postings indexed by Skillenai (90 days ending 2026-05-02), anomaly detection most often appears alongside Python, SQL, machine learning, data modeling, AWS.
+Where is anomaly detection most in demand?
As of 2026-05-02, the metro areas posting the most jobs requiring anomaly detection are South Florida, San Francisco, United States, US, U.S., 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
Job titles most likely to require anomaly detection
| Role | Postings mentioning | % requiring |
|---|---|---|
| Senior Data Engineer | 118 | 14.5% |
| Lead Data Engineer | 109 | 62.6% |
| Senior Data Scientist | 23 | 4.8% |
| Senior Product Manager - Flight Connectivity | 16 | 100.0% |
| Data Scientist | 14 | 2.7% |
| Fraud Data Analyst | 11 | 78.6% |
| Senior Machine Learning Engineer | 11 | 3.9% |
| Applied Scientist | 9 | 8.4% |
| Market Integrity Analyst | 8 | 80.0% |
| Data Engineer | 8 | 1.1% |
Top metros hiring for anomaly detection
| Name | Postings | Share |
|---|---|---|
| South Florida | 218 | 33.9% |
| San Francisco | 111 | 17.3% |
| United States | 59 | 9.2% |
| US | 45 | 7.0% |
| U.S. | 41 | 6.4% |
| Canada | 38 | 5.9% |
| New York | 37 | 5.8% |
| Europe | 33 | 5.1% |
| London | 32 | 5.0% |
| NYC | 29 | 4.5% |
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 2026-05-02. 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
- 2026-05-02
- 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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