model versioning jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-31, model versioning appears in 26 job postings indexed by Skillenai over the past 90 days — most often required for Computer Vision Scientist roles, with demand down 18% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-31
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Frequently asked questions about model versioning
+Is model versioning in demand in 2026?
Yes. model versioning appears in 26 job postings indexed by Skillenai over the 90 days ending 2026-08-31, with demand down 18% vs the prior 4 weeks. It is most often required for Computer Vision Scientist roles (15% of Computer Vision Scientist postings list it).
+What jobs require model versioning?
According to the Skillenai jobs index over the 90 days ending 2026-08-31, the job titles most likely to require model versioning are Computer Vision Scientist (15% of postings list model versioning), Machine Learning Engineer (15% of postings list model versioning), AI Platform Engineer (12% of postings list model versioning).
+What skills are commonly paired with model versioning?
Across job postings indexed by Skillenai (90 days ending 2026-08-31), model versioning most often appears alongside MLOps, CI/CD, Python, Model evaluation, PyTorch.
+Where is model versioning most in demand?
As of 2026-08-31, the metro areas posting the most jobs requiring model versioning are Arlington, Bengaluru, Berlin, Boston, Chennai, according to the Skillenai jobs index.
+How can I keep up with new model versioning content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning model versioning alongside the jobs index. You can subscribe to a daily email digest of new model versioning content from your Skillenai account.
Weekly job postings requiring model versioning — last 90 days
Job titles most likely to require model versioning
| Role | Postings mentioning | % requiring |
|---|---|---|
| Computer Vision Scientist | 4 | 15.4% |
| Machine Learning Engineer | 4 | 15.4% |
| AI Platform Engineer | 3 | 11.5% |
| AI Architect | 2 | 7.7% |
| AI/ML Strategist | 2 | 7.7% |
| Data Scientist | 2 | 7.7% |
| AI Engineer | 1 | 3.8% |
| AI/ML Engineer | 1 | 3.8% |
| AI/ML Engineering Manager | 1 | 3.8% |
| Data Science & AI Delivery Lead | 1 | 3.8% |
Top metros hiring for model versioning
| Name | Postings | Share |
|---|---|---|
| Arlington | 4 | 15.4% |
| Bengaluru | 1 | 3.8% |
| Berlin | 1 | 3.8% |
| Boston | 1 | 3.8% |
| Chennai | 1 | 3.8% |
| Las Vegas | 1 | 3.8% |
| Menlo Park | 1 | 3.8% |
| Mount Vernon | 1 | 3.8% |
| Porto Alegre | 1 | 3.8% |
Skills commonly paired with model versioning
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-31. 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
- ec725adb00fd6151
- data_as_of
- 2026-08-31
- 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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