troubleshooting jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-23, troubleshooting appears in 3,220 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 50% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-23
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Frequently asked questions about troubleshooting
+Is troubleshooting in demand in 2026?
Yes. troubleshooting appears in 3,220 job postings indexed by Skillenai over the 90 days ending 2026-05-23, with demand down 50% vs the prior 4 weeks. It is most often required for Software Engineer roles (14% of Software Engineer postings list it).
+What jobs require troubleshooting?
According to the Skillenai jobs index over the 90 days ending 2026-05-23, the job titles most likely to require troubleshooting are Software Engineer (14% of postings list troubleshooting), Site Reliability Engineer (3% of postings list troubleshooting), Systems Engineer (3% of postings list troubleshooting).
+What skills are commonly paired with troubleshooting?
Across job postings indexed by Skillenai (90 days ending 2026-05-23), troubleshooting most often appears alongside Python, debugging, SQL, monitoring, AWS.
+Where is troubleshooting most in demand?
As of 2026-05-23, the metro areas posting the most jobs requiring troubleshooting are New York City, Bengaluru, San Francisco, London, Costa Mesa, according to the Skillenai jobs index.
+How can I keep up with new troubleshooting content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning troubleshooting alongside the jobs index. You can subscribe to a daily email digest of new troubleshooting content from your Skillenai account.
Weekly job postings requiring troubleshooting — last 90 days
Job titles most likely to require troubleshooting
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 440 | 13.7% |
| Site Reliability Engineer | 101 | 3.1% |
| Systems Engineer | 94 | 2.9% |
| DevOps Engineer | 70 | 2.2% |
| Forward Deployed Engineer | 50 | 1.6% |
| Test Engineer | 43 | 1.3% |
| Solutions Architect | 37 | 1.1% |
| Python/Django Software Engineer | 32 | 1.0% |
| Platform Engineer | 31 | 1.0% |
| Backend Engineer | 28 | 0.9% |
Top metros hiring for troubleshooting
| Name | Postings | Share |
|---|---|---|
| New York City | 111 | 21.6% |
| Bengaluru | 81 | 15.8% |
| San Francisco | 75 | 14.6% |
| London | 69 | 13.5% |
| Costa Mesa | 39 | 7.6% |
| Hyderabad | 38 | 7.4% |
| Austin | 36 | 7.0% |
| Singapore | 35 | 6.8% |
| Atlanta | 29 | 5.7% |
Skills commonly paired with troubleshooting
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-23. 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
- 3d1109028a04be2b
- data_as_of
- 2026-05-23
- 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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