ML Ops Engineer jobs in 2026 — required skills, demand trends, and top hiring cities
As of 2026-05-17, Skillenai has indexed 28 job postings with the title “ML Ops Engineer” over the past 90 days. The skill mentioned most often is Python, with demand down 44% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about ML Ops Engineer jobs
+How many ML Ops Engineer jobs are being posted in 2026?
Skillenai has indexed 28 job postings with the title “ML Ops Engineer” over the 90 days ending 2026-05-17, with demand down 44% vs the prior 4 weeks.
+What skills do ML Ops Engineer jobs require?
Across ML Ops Engineer postings indexed by Skillenai over the 90 days ending 2026-05-17, the skills mentioned most often are Python, CI/CD, observability, MLOps, Kubernetes.
+Which cities are hiring the most ML Ops Engineer?
As of 2026-05-17, ML Ops Engineer postings indexed by Skillenai are concentrated in Cambridge, Delhi, Leeds, New York City, Potsdam.
+Is ML Ops Engineer a good career path right now?
Skillenai indexes 28 ML Ops Engineer postings over the 90 days ending 2026-05-17, with demand down 44% vs the prior 4 weeks. The skill mentioned most often in ML Ops Engineer postings is Python, so building it gives the strongest signal that an applicant matches the role.
+How can I track new ML Ops Engineer job postings as they’re indexed?
Skillenai sends a daily email digest of new ML Ops Engineer postings indexed across the open web. Subscribe from your account dashboard after creating a free Skillenai account.
Weekly ML Ops Engineer postings — last 90 days
Skills most often required for ML Ops Engineer
| Name | Postings | Share |
|---|---|---|
| Python | 17 | 13.4% |
| CI/CD | 13 | 10.2% |
| observability | 12 | 9.4% |
| MLOps | 11 | 8.7% |
| Kubernetes | 11 | 8.7% |
| monitoring | 9 | 7.1% |
| Docker | 8 | 6.3% |
| Distributed systems | 7 | 5.5% |
| PyTorch | 7 | 5.5% |
| model monitoring | 6 | 4.7% |
| MLflow | 6 | 4.7% |
| machine learning | 6 | 4.7% |
| Terraform | 6 | 4.7% |
| logging | 4 | 3.1% |
| testing | 4 | 3.1% |
Top metros hiring ML Ops Engineer
| Name | Postings | Share |
|---|---|---|
| Cambridge | 3 | 27.3% |
| Delhi | 1 | 9.1% |
| Leeds | 1 | 9.1% |
| New York City | 1 | 9.1% |
| Potsdam | 1 | 9.1% |
| San Francisco | 1 | 9.1% |
| San Mateo | 1 | 9.1% |
| Uk | 1 | 9.1% |
| Vancouver | 1 | 9.1% |
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17, matching postings whose canonical role is “ML Ops Engineer”. Pages refresh weekly (or daily for the top-50 most-posted roles).
- role
- ML Ops Engineer
- source
- Skillenai jobs index, deduplicated daily
- 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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