Machine Learning Engineer jobs in 2026 — required skills, demand trends, and top hiring cities
As of 2026-11-07, Skillenai has indexed 2,320 job postings with the title “Machine Learning Engineer” over the past 90 days. The skill mentioned most often is Python, with demand share down 1.3% vs the prior 4 weeks.
Last updated · 90d ending 2026-11-07
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Frequently asked questions about Machine Learning Engineer jobs
+How many Machine Learning Engineer jobs are being posted in 2026?
Skillenai has indexed 2,320 job postings with the title “Machine Learning Engineer” over the 90 days ending 2026-11-07.
+What skills do Machine Learning Engineer jobs require?
Across Machine Learning Engineer postings indexed by Skillenai over the 90 days ending 2026-11-07, the skills mentioned most often are Python, machine learning, PyTorch, TensorFlow, deep learning.
+Which cities are hiring the most Machine Learning Engineer?
As of 2026-11-07, Machine Learning Engineer postings indexed by Skillenai are concentrated in San Francisco, London, Mountain View, New York City, Santa Clara.
+Is Machine Learning Engineer a good career path right now?
Skillenai indexes 2,320 Machine Learning Engineer postings over the 90 days ending 2026-11-07. The skill mentioned most often in Machine Learning Engineer postings is Python, so building it gives the strongest signal that an applicant matches the role.
+How can I track new Machine Learning Engineer job postings as they’re indexed?
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+What roles do people move into and out of Machine Learning Engineer?
The career-flow chart shows roles before and after observed employer changes across all locations. Counts are moves, not distinct people or promotion probabilities. Same-role moves to another employer are included. The incoming and outgoing sides are separate groups of observations, not a matched three-stage journey.
Weekly indexed Machine Learning Engineer postings — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Career paths through Machine Learning Engineer
Different-role employer moves. Each side is scaled independently.
Historical career profiles · all locations
614 employer moves kept the same role.
Roles before Machine Learning Engineer
Roles after Machine Learning Engineer
How to read this chart · view counts
Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.
Same role means a change of employer while keeping the same role. Counts are moves, not distinct people, promotions, or your chances of making a particular move.
Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.
| Connection | Moves |
|---|---|
| Before: Machine Learning Engineer (different employer) | 614 |
| Before: Data Scientist | 418 |
| Before: Software Engineer | 371 |
| Before: Research Assistant | 153 |
| Before: Data Analyst | 101 |
| Before: Teaching Assistant | 86 |
| Before: Data Engineer | 56 |
| Before: ML Engineer | 50 |
| After: Machine Learning Engineer (different employer) | 614 |
| After: Data Scientist | 326 |
| After: Software Engineer | 317 |
| After: Research Assistant | 76 |
| After: AI Engineer | 75 |
| After: Teaching Assistant | 72 |
| After: Data Analyst | 54 |
| After: Data Engineer | 48 |
Skills most often required for Machine Learning Engineer
| Name | Postings | Share |
|---|---|---|
| Python | 1,656 | 71.4% |
| machine learning | 1,312 | 56.6% |
| PyTorch | 1,148 | 49.5% |
| TensorFlow | 730 | 31.5% |
| deep learning | 525 | 22.6% |
| AWS | 407 | 17.5% |
| Kubernetes | 371 | 16.0% |
| scikit-learn | 365 | 15.7% |
| Java | 357 | 15.4% |
| Spark | 340 | 14.7% |
| C++ | 333 | 14.4% |
| SQL | 330 | 14.2% |
| CI/CD | 325 | 14.0% |
| MLOps | 312 | 13.4% |
| Docker | 302 | 13.0% |
Top companies posting Machine Learning Engineer jobs
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Capital One | 68 |
| ServiceNow | 66 |
| Waymo | 63 |
| Wayve | 53 |
| 49 | |
| Adobe | 46 |
| 32 | |
| Cisco | 29 |
| CLERA | 26 |
| Airbnb | 25 |
Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.
Top metros hiring Machine Learning Engineer
| Name | Postings | Share |
|---|---|---|
| San Francisco | 149 | 6.4% |
| London | 99 | 4.3% |
| Mountain View | 89 | 3.8% |
| New York City | 89 | 3.8% |
| Santa Clara | 65 | 2.8% |
| San Jose | 59 | 2.5% |
| Sunnyvale | 55 | 2.4% |
| Seattle | 53 | 2.3% |
| Toronto | 33 | 1.4% |
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How this was computed
Weekly job-count charts omit the incomplete current week (weeks start Monday, UTC). Totals include all postings in the stated window. Counts derive from the Skillenai jobs index over the 90 days ending 2026-11-07, matching postings whose canonical role is “Machine Learning Engineer”. Pages refresh weekly (or daily for the top-50 most-posted roles). Adjusted posting share: 1.1% to 1.1%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,471 identified employers and covers 71% of earlier and 70% of latest indexed postings. Windows: 2026-07-07 to 2026-10-05 and 2026-08-04 to 2026-11-02 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.
- role
- Machine Learning Engineer
- source
- Skillenai jobs index, deduplicated daily
- data_as_of
- 2026-11-07
- window_days
- 90