controls jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-02, controls appears in 180 job postings indexed by Skillenai over the past 90 days.
Last updated · 90d ending 2026-05-02
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Frequently asked questions about controls
+Is controls in demand in 2026?
Yes. controls appears in 180 job postings indexed by Skillenai over the 90 days ending 2026-05-02, with demand up 5% vs the prior 4 weeks.
+What skills are commonly paired with controls?
Across job postings indexed by Skillenai (90 days ending 2026-05-02), controls most often appears alongside C++, Python, motion planning, perception, localization.
+Where is controls most in demand?
As of 2026-05-02, the metro areas posting the most jobs requiring controls are Costa Mesa, San Francisco, Broomfield, Hawthorne, Huntsville, according to the Skillenai jobs index.
+How can I keep up with new controls content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning controls alongside the jobs index. You can subscribe to a daily email digest of new controls content from your Skillenai account.
Weekly job postings requiring controls — last 90 days
Top metros hiring for controls
| Name | Postings | Share |
|---|---|---|
| Costa Mesa | 16 | 23.5% |
| San Francisco | 13 | 19.1% |
| Broomfield | 6 | 8.8% |
| Hawthorne | 6 | 8.8% |
| Huntsville | 6 | 8.8% |
| Redwood City | 6 | 8.8% |
| Ann Arbor | 5 | 7.4% |
| Irvine | 5 | 7.4% |
| Seattle | 5 | 7.4% |
Skills commonly paired with controls
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-02. 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
- e8961a5a2ea106d6
- data_as_of
- 2026-05-02
- 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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