ML Engineer jobs in 2026 — required skills, demand trends, and top hiring cities
As of 2026-09-27, Skillenai has indexed 1,677 job postings with the title “ML Engineer” over the past 90 days. The skill mentioned most often is machine learning, with demand down 52% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-27
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Frequently asked questions about ML Engineer jobs
+How many ML Engineer jobs are being posted in 2026?
Skillenai has indexed 1,677 job postings with the title “ML Engineer” over the 90 days ending 2026-09-27, with demand down 52% vs the prior 4 weeks.
+What skills do ML Engineer jobs require?
Across ML Engineer postings indexed by Skillenai over the 90 days ending 2026-09-27, the skills mentioned most often are machine learning, Python, PyTorch, TensorFlow, MLOps.
+Which cities are hiring the most ML Engineer?
As of 2026-09-27, ML Engineer postings indexed by Skillenai are concentrated in San Francisco, New York City, Mountain View, Bengaluru, London.
+Is ML Engineer a good career path right now?
Skillenai indexes 1,677 ML Engineer postings over the 90 days ending 2026-09-27, with demand down 52% vs the prior 4 weeks. The skill mentioned most often in ML Engineer postings is machine learning, so building it gives the strongest signal that an applicant matches the role.
+How can I track new ML Engineer job postings as they’re indexed?
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Weekly ML Engineer postings — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Skills most often required for ML Engineer
| Name | Postings | Share |
|---|---|---|
| machine learning | 734 | 43.8% |
| Python | 546 | 32.6% |
| PyTorch | 369 | 22.0% |
| TensorFlow | 216 | 12.9% |
| MLOps | 157 | 9.4% |
| AWS | 124 | 7.4% |
| deep learning | 124 | 7.4% |
| CI/CD | 117 | 7.0% |
| Artificial Intelligence | 114 | 6.8% |
| model evaluation | 104 | 6.2% |
| scikit-learn | 97 | 5.8% |
| computer vision | 95 | 5.7% |
| JAX | 95 | 5.7% |
| fine-tuning | 91 | 5.4% |
| SQL | 88 | 5.2% |
Top metros hiring ML Engineer
| Name | Postings | Share |
|---|---|---|
| San Francisco | 92 | 5.5% |
| New York City | 76 | 4.5% |
| Mountain View | 37 | 2.2% |
| Bengaluru | 30 | 1.8% |
| London | 27 | 1.6% |
| Seattle | 26 | 1.6% |
| Washington | 25 | 1.5% |
| Toronto | 21 | 1.3% |
| Boston | 20 | 1.2% |
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-27, matching postings whose canonical role is “ML Engineer”. Pages refresh weekly (or daily for the top-50 most-posted roles).
- role
- ML Engineer
- source
- Skillenai jobs index, deduplicated daily
- data_as_of
- 2026-09-27
- 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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