classification jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, classification appears in 626 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand down 37% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about classification
+Is classification in demand in 2026?
Yes. classification appears in 626 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 37% vs the prior 4 weeks. It is most often required for Data Scientist roles (22% of Data Scientist postings list it).
+What jobs require classification?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require classification are Data Scientist (22% of postings list classification), Machine Learning Engineer (12% of postings list classification), Software Engineer (7% of postings list classification).
+What skills are commonly paired with classification?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), classification most often appears alongside Python, machine learning, regression, SQL, clustering.
+Where is classification most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring classification are New York City, San Francisco, Bengaluru, London, Toronto, according to the Skillenai jobs index.
+How can I keep up with new classification content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning classification alongside the jobs index. You can subscribe to a daily email digest of new classification content from your Skillenai account.
Weekly job postings requiring classification — last 90 days
Job titles most likely to require classification
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 139 | 22.2% |
| Machine Learning Engineer | 73 | 11.7% |
| Software Engineer | 46 | 7.3% |
| ML Engineer | 16 | 2.6% |
| AI Engineer | 14 | 2.2% |
| Data Analyst | 14 | 2.2% |
| Product Manager | 13 | 2.1% |
| Applied Researcher | 10 | 1.6% |
| AI/ML Engineer | 9 | 1.4% |
| Senior Data Scientist | 8 | 1.3% |
Top metros hiring for classification
| Name | Postings | Share |
|---|---|---|
| New York City | 46 | 25.8% |
| San Francisco | 40 | 22.5% |
| Bengaluru | 27 | 15.2% |
| London | 22 | 12.4% |
| Toronto | 13 | 7.3% |
| Hyderabad | 9 | 5.1% |
| Seattle | 8 | 4.5% |
| Taipei | 7 | 3.9% |
| Austin | 6 | 3.4% |
Skills commonly paired with classification
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. 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
- 5bd6e254d57c18ea
- data_as_of
- 2026-05-17
- 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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