capacity planning jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, capacity planning appears in 1,446 job postings indexed by Skillenai over the past 90 days — Site Reliability Engineer has the most postings mentioning capacity planning, with demand down 33% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
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Frequently asked questions about capacity planning
+Is capacity planning in demand in 2026?
Yes. capacity planning appears in 1,446 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 33% vs the prior 4 weeks. Site Reliability Engineer accounts for the most postings mentioning capacity planning (10.9% of all postings mentioning capacity planning).
+What jobs require capacity planning?
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 capacity planning are Site Reliability Engineering Manager (19.6% of that role’s postings mention capacity planning), Operations Engineer (19.0% of that role’s postings mention capacity planning), Industrial Engineer (14.3% of that role’s postings mention capacity planning).
+What skills are commonly paired with capacity planning?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), capacity planning most often appears alongside observability, Python, automation, Kubernetes, incident response.
+Where is capacity planning most in demand?
As of 2026-09-28, the metro areas posting the most jobs requiring capacity planning are New York City, San Francisco, London, Bengaluru, Pune, according to the Skillenai jobs index.
+How can I keep up with new capacity planning content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning capacity planning alongside the jobs index. You can subscribe to a daily email digest of new capacity planning content from your Skillenai account.
Weekly job postings requiring capacity planning — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Roles most likely to require capacity planning
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Site Reliability Engineering Manager | 10 | 19.6% |
| Operations Engineer | 15 | 19.0% |
| Industrial Engineer | 3 | 14.3% |
| Database Engineer | 12 | 13.3% |
| Performance Test Engineer | 4 | 13.3% |
| VP of Engineering | 4 | 11.4% |
| Infrastructure Architect | 5 | 10.9% |
| Database Reliability Engineer | 4 | 10.8% |
| Product Program Manager | 3 | 10.7% |
| Platform Engineering Director | 2 | 10.0% |
Roles with the most capacity planning postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Site Reliability Engineer | 158 | 10.9% |
| Software Engineer | 150 | 10.4% |
| Technical Program Manager | 76 | 5.3% |
| Engineering Manager | 75 | 5.2% |
| Program Manager | 55 | 3.8% |
| Database Administrator | 36 | 2.5% |
| DevOps Engineer | 30 | 2.1% |
| Infrastructure Engineer | 25 | 1.7% |
| Platform Engineer | 25 | 1.7% |
| Product Manager | 25 | 1.7% |
Top metros hiring for capacity planning
| Name | Postings | Share |
|---|---|---|
| New York City | 71 | 4.9% |
| San Francisco | 69 | 4.8% |
| London | 31 | 2.1% |
| Bengaluru | 27 | 1.9% |
| Pune | 27 | 1.9% |
| Mountain View | 20 | 1.4% |
| Dublin | 19 | 1.3% |
| Singapore | 19 | 1.3% |
| Boston | 17 | 1.2% |
Skills commonly paired with capacity planning
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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 capacity planning by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s capacity planning postings by all capacity planning 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
- fb92bbb320b437ca
- 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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