log analysis jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, log analysis appears in 758 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning log analysis, with demand down 47% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
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Frequently asked questions about log analysis
+Is log analysis in demand in 2026?
Yes. log analysis appears in 758 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 47% vs the prior 4 weeks. Software Engineer accounts for the most postings mentioning log analysis (9.8% of all postings mentioning log analysis).
+What jobs require log analysis?
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 log analysis are Security Operations Analyst (71.4% of that role’s postings mention log analysis), SOC Analyst (25.0% of that role’s postings mention log analysis), Quality Engineering Manager (12.0% of that role’s postings mention log analysis).
+What skills are commonly paired with log analysis?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), log analysis most often appears alongside Python, incident response, SIEM, SQL, Threat hunting.
+Where is log analysis most in demand?
As of 2026-09-28, the metro areas posting the most jobs requiring log analysis are Bengaluru, New York City, Dublin, Hyderabad, Boston, according to the Skillenai jobs index.
+How can I keep up with new log analysis content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning log analysis alongside the jobs index. You can subscribe to a daily email digest of new log analysis content from your Skillenai account.
Weekly job postings requiring log analysis — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Roles most likely to require log analysis
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Security Operations Analyst | 15 | 71.4% |
| SOC Analyst | 6 | 25.0% |
| Quality Engineering Manager | 3 | 12.0% |
| Customer Reliability Engineer | 3 | 11.5% |
| Security Analyst | 34 | 9.1% |
| Manual QA Engineer | 4 | 9.1% |
| Security Operations Engineer | 5 | 8.2% |
| Network Automation Engineer | 4 | 8.2% |
| Systems Integration Engineer | 2 | 7.1% |
| Security Consultant | 2 | 6.5% |
Roles with the most log analysis postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 74 | 9.8% |
| Security Engineer | 54 | 7.1% |
| Security Analyst | 34 | 4.5% |
| QA Engineer | 22 | 2.9% |
| Security Operations Analyst | 15 | 2.0% |
| Cybersecurity Analyst | 13 | 1.7% |
| Cyber Security Analyst | 12 | 1.6% |
| DevOps Engineer | 12 | 1.6% |
| Systems Engineer | 11 | 1.5% |
| Technical SEO Lead | 11 | 1.5% |
Top metros hiring for log analysis
| Name | Postings | Share |
|---|---|---|
| Bengaluru | 26 | 3.4% |
| New York City | 22 | 2.9% |
| Dublin | 18 | 2.4% |
| Hyderabad | 16 | 2.1% |
| Boston | 11 | 1.5% |
| Topeka | 10 | 1.3% |
| Pune | 9 | 1.2% |
| Singapore | 9 | 1.2% |
| Kuala Lumpur | 8 | 1.1% |
Skills commonly paired with log analysis
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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 log analysis by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s log analysis postings by all log analysis 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
- e34d04a8858c7dfe
- 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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