error analysis jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-21, error analysis appears in 93 job postings indexed by Skillenai over the past 90 days — most often required for AI Trainer roles, with demand up 161% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-21
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Frequently asked questions about error analysis
+Is error analysis in demand in 2026?
Yes. error analysis appears in 93 job postings indexed by Skillenai over the 90 days ending 2026-07-21, with demand up 161% vs the prior 4 weeks. It is most often required for AI Trainer roles (34% of AI Trainer postings list it).
+What jobs require error analysis?
According to the Skillenai jobs index over the 90 days ending 2026-07-21, the job titles most likely to require error analysis are AI Trainer (34% of postings list error analysis), Data Scientist (15% of postings list error analysis), Machine Learning Engineer (9% of postings list error analysis).
+What skills are commonly paired with error analysis?
Across job postings indexed by Skillenai (90 days ending 2026-07-21), error analysis most often appears alongside Python, prompt engineering, machine learning, evaluation metrics, syntax.
+Where is error analysis most in demand?
As of 2026-07-21, the metro areas posting the most jobs requiring error analysis are Berlin, Montgomery, Tel Aviv, Toronto, San Francisco, according to the Skillenai jobs index.
+How can I keep up with new error analysis content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning error analysis alongside the jobs index. You can subscribe to a daily email digest of new error analysis content from your Skillenai account.
Weekly job postings requiring error analysis — last 90 days
Job titles most likely to require error analysis
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Trainer | 32 | 34.4% |
| Data Scientist | 14 | 15.1% |
| Machine Learning Engineer | 8 | 8.6% |
| Software Engineer | 5 | 5.4% |
| ML Ops Engineer | 3 | 3.2% |
| AI Engineer | 2 | 2.2% |
| Computer Vision Research Intern | 2 | 2.2% |
| Data Analyst | 2 | 2.2% |
| Photonics Test Engineer | 2 | 2.2% |
| AI Benchmarking Specialist | 1 | 1.1% |
Top metros hiring for error analysis
| Name | Postings | Share |
|---|---|---|
| Berlin | 4 | 4.3% |
| Montgomery | 4 | 4.3% |
| Tel Aviv | 4 | 4.3% |
| Toronto | 4 | 4.3% |
| San Francisco | 3 | 3.2% |
| New York City | 2 | 2.2% |
| Palo Alto | 2 | 2.2% |
| Aachen | 1 | 1.1% |
| Bengaluru | 1 | 1.1% |
Skills commonly paired with error analysis
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-21. 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
- b1bb0943ceba9178
- data_as_of
- 2026-07-21
- 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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