observability jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, observability appears in 13,575 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning observability, with demand down 42% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
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Frequently asked questions about observability
+Is observability in demand in 2026?
Yes. observability appears in 13,575 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 42% vs the prior 4 weeks. Software Engineer accounts for the most postings mentioning observability (29.1% of all postings mentioning observability).
+What jobs require observability?
According to the Skillenai jobs index over the 90 days ending 2026-09-28, among roles with at least 20 postings, the highest shares mentioning observability are Platform Engineering Director (65.0% of that role’s postings mention observability), ML Platform Engineer (48.9% of that role’s postings mention observability), Mission Software Engineer (46.6% of that role’s postings mention observability).
+What skills are commonly paired with observability?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), observability most often appears alongside Python, CI/CD, Kubernetes, AWS, Distributed systems.
+Where is observability most in demand?
As of 2026-09-28, the metro areas posting the most jobs requiring observability are San Francisco, New York City, London, Bengaluru, Toronto, according to the Skillenai jobs index.
+How can I keep up with new observability content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning observability alongside the jobs index. You can subscribe to a daily email digest of new observability content from your Skillenai account.
Weekly job postings requiring observability — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Roles most likely to require observability
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Platform Engineering Director | 13 | 65.0% |
| ML Platform Engineer | 23 | 48.9% |
| Mission Software Engineer | 27 | 46.6% |
| Lead Engineer | 31 | 43.1% |
| Site Reliability Engineering Manager | 21 | 41.2% |
| Forward Deployment Engineer | 16 | 41.0% |
| Platform Engineering Manager | 16 | 40.0% |
| Site Reliability Engineer (SRE) | 49 | 38.9% |
| AI Backend Engineer | 8 | 38.1% |
| Engineering Team Lead | 8 | 38.1% |
Roles with the most observability postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 3,945 | 29.1% |
| Site Reliability Engineer | 700 | 5.2% |
| Engineering Manager | 679 | 5.0% |
| Backend Engineer | 437 | 3.2% |
| AI Engineer | 411 | 3.0% |
| DevOps Engineer | 405 | 3.0% |
| Platform Engineer | 368 | 2.7% |
| Data Engineer | 301 | 2.2% |
| Product Manager | 300 | 2.2% |
| Machine Learning Engineer | 152 | 1.1% |
Top metros hiring for observability
| Name | Postings | Share |
|---|---|---|
| San Francisco | 776 | 5.7% |
| New York City | 596 | 4.4% |
| London | 428 | 3.2% |
| Bengaluru | 323 | 2.4% |
| Toronto | 214 | 1.6% |
| Berlin | 190 | 1.4% |
| Seattle | 181 | 1.3% |
| Singapore | 165 | 1.2% |
| Boston | 164 | 1.2% |
Skills commonly paired with observability
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-28. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning observability by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s observability postings by all observability postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- ddb3a196c3451ac8
- data_as_of
- 2026-09-28
- 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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