Model lifecycle management jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, Model lifecycle management appears in 165 job postings indexed by Skillenai over the past 90 days — most often required for Principal Product Manager roles, with demand down 50% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about Model lifecycle management
+Is Model lifecycle management in demand in 2026?
Yes. Model lifecycle management appears in 165 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 50% vs the prior 4 weeks. It is most often required for Principal Product Manager roles (8% of Principal Product Manager postings list it).
+What jobs require Model lifecycle management?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require Model lifecycle management are Principal Product Manager (8% of postings list Model lifecycle management), Machine Learning Engineer (7% of postings list Model lifecycle management), Data Scientist (6% of postings list Model lifecycle management).
+What skills are commonly paired with Model lifecycle management?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), Model lifecycle management most often appears alongside machine learning, MLOps, Python, monitoring, model evaluation.
+Where is Model lifecycle management most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring Model lifecycle management are New York City, London, San Francisco, Seattle, Boston, according to the Skillenai jobs index.
+How can I keep up with new Model lifecycle management content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Model lifecycle management alongside the jobs index. You can subscribe to a daily email digest of new Model lifecycle management content from your Skillenai account.
Weekly job postings requiring Model lifecycle management — last 90 days
Job titles most likely to require Model lifecycle management
| Role | Postings mentioning | % requiring |
|---|---|---|
| Principal Product Manager | 14 | 8.5% |
| Machine Learning Engineer | 11 | 6.7% |
| Data Scientist | 10 | 6.1% |
| Product Manager | 8 | 4.8% |
| AI Engineer | 7 | 4.2% |
| ML Engineer | 7 | 4.2% |
| AI Scientist | 4 | 2.4% |
| Engineering Manager | 4 | 2.4% |
| ML Infrastructure Engineer | 4 | 2.4% |
| Principal AI/ML Architect | 4 | 2.4% |
Top metros hiring for Model lifecycle management
| Name | Postings | Share |
|---|---|---|
| New York City | 11 | 30.6% |
| London | 6 | 16.7% |
| San Francisco | 4 | 11.1% |
| Seattle | 4 | 11.1% |
| Boston | 3 | 8.3% |
| Austin | 2 | 5.6% |
| Bangkok | 2 | 5.6% |
| Bengaluru | 2 | 5.6% |
| Dublin | 2 | 5.6% |
Skills commonly paired with Model lifecycle management
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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
- fdfbd03c96daaa8d
- 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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