ML Engineer jobs in 2026 — required skills, demand trends, and top hiring cities
As of 2026-09-08, Skillenai has indexed 1,680 job postings with the title “ML Engineer” over the past 90 days. The skill mentioned most often is machine learning, with demand down 64% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-08
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Frequently asked questions about ML Engineer jobs
+How many ML Engineer jobs are being posted in 2026?
Skillenai has indexed 1,680 job postings with the title “ML Engineer” over the 90 days ending 2026-09-08, with demand down 64% vs the prior 4 weeks.
+What skills do ML Engineer jobs require?
Across ML Engineer postings indexed by Skillenai over the 90 days ending 2026-09-08, the skills mentioned most often are machine learning, Python, PyTorch, TensorFlow, MLOps.
+Which cities are hiring the most ML Engineer?
As of 2026-09-08, ML Engineer postings indexed by Skillenai are concentrated in San Francisco, New York City, Mountain View, London, Bengaluru.
+Is ML Engineer a good career path right now?
Skillenai indexes 1,680 ML Engineer postings over the 90 days ending 2026-09-08, with demand down 64% 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?
Skillenai sends a daily email digest of new ML Engineer postings indexed across the open web. Subscribe from your account dashboard after creating a free Skillenai account.
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 | 739 | 44.0% |
| Python | 505 | 30.1% |
| PyTorch | 345 | 20.5% |
| TensorFlow | 210 | 12.5% |
| MLOps | 151 | 9.0% |
| AWS | 118 | 7.0% |
| Artificial Intelligence | 117 | 7.0% |
| deep learning | 114 | 6.8% |
| CI/CD | 110 | 6.5% |
| model evaluation | 97 | 5.8% |
| fine-tuning | 97 | 5.8% |
| Docker | 93 | 5.5% |
| computer vision | 92 | 5.5% |
| AI/ML | 92 | 5.5% |
| scikit-learn | 91 | 5.4% |
Top metros hiring ML Engineer
| Name | Postings | Share |
|---|---|---|
| San Francisco | 90 | 5.4% |
| New York City | 76 | 4.5% |
| Mountain View | 33 | 2.0% |
| London | 29 | 1.7% |
| Bengaluru | 27 | 1.6% |
| Seattle | 27 | 1.6% |
| Palo Alto | 25 | 1.5% |
| Washington | 25 | 1.5% |
| Boston | 22 | 1.3% |
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-08, 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
- 2026-09-08
- 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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