continuous monitoring jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, continuous monitoring appears in 239 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 38% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about continuous monitoring
+Is continuous monitoring in demand in 2026?
Yes. continuous monitoring appears in 239 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 38% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (6% of Machine Learning Engineer postings list it).
+What jobs require continuous monitoring?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require continuous monitoring are Machine Learning Engineer (6% of postings list continuous monitoring), Software Quality Operations Specialist (6% of postings list continuous monitoring), Software Engineer (5% of postings list continuous monitoring).
+What skills are commonly paired with continuous monitoring?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), continuous monitoring most often appears alongside Python, incident response, vulnerability management, FedRAMP, Kubernetes.
+Where is continuous monitoring most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring continuous monitoring are New York City, Mountain View, San Francisco, Washington, Hyderabad, according to the Skillenai jobs index.
+How can I keep up with new continuous monitoring content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning continuous monitoring alongside the jobs index. You can subscribe to a daily email digest of new continuous monitoring content from your Skillenai account.
Weekly job postings requiring continuous monitoring — last 90 days
Job titles most likely to require continuous monitoring
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 15 | 6.3% |
| Software Quality Operations Specialist | 14 | 5.9% |
| Software Engineer | 11 | 4.6% |
| Program Manager | 9 | 3.8% |
| Site Reliability Engineer | 9 | 3.8% |
| Cybersecurity Engineer | 8 | 3.3% |
| Security Engineer | 8 | 3.3% |
| Information Systems Security Officer | 7 | 2.9% |
| Cybersecurity Analyst | 6 | 2.5% |
| Technical Program Manager | 6 | 2.5% |
Top metros hiring for continuous monitoring
| Name | Postings | Share |
|---|---|---|
| New York City | 15 | 20.3% |
| Mountain View | 9 | 12.2% |
| San Francisco | 9 | 12.2% |
| Washington | 9 | 12.2% |
| Hyderabad | 7 | 9.5% |
| London | 7 | 9.5% |
| Redmond | 7 | 9.5% |
| Costa Mesa | 6 | 8.1% |
| Arlington | 5 | 6.8% |
Skills commonly paired with continuous monitoring
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. 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
- a0b7790d2266cbb2
- 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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