autoscaling jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-21, autoscaling appears in 370 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand up 6% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-21
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Frequently asked questions about autoscaling
+Is autoscaling in demand in 2026?
Yes. autoscaling appears in 370 job postings indexed by Skillenai over the 90 days ending 2026-09-21, with demand up 6% vs the prior 4 weeks. It is most often required for Software Engineer roles (31% of Software Engineer postings list it).
+What jobs require autoscaling?
According to the Skillenai jobs index over the 90 days ending 2026-09-21, the job titles most likely to require autoscaling are Software Engineer (31% of postings list autoscaling), Site Reliability Engineer (9% of postings list autoscaling), Backend Engineer (8% of postings list autoscaling).
+What skills are commonly paired with autoscaling?
Across job postings indexed by Skillenai (90 days ending 2026-09-21), autoscaling most often appears alongside Kubernetes, observability, Python, AWS, Terraform.
+Where is autoscaling most in demand?
As of 2026-09-21, the metro areas posting the most jobs requiring autoscaling are San Francisco, New York City, Seattle, Bengaluru, Dublin, according to the Skillenai jobs index.
+How can I keep up with new autoscaling content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning autoscaling alongside the jobs index. You can subscribe to a daily email digest of new autoscaling content from your Skillenai account.
Weekly job postings requiring autoscaling — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require autoscaling
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 114 | 30.8% |
| Site Reliability Engineer | 34 | 9.2% |
| Backend Engineer | 31 | 8.4% |
| Platform Engineer | 24 | 6.5% |
| DevOps Engineer | 23 | 6.2% |
| Engineering Manager | 11 | 3.0% |
| Infrastructure Engineer | 10 | 2.7% |
| Product Manager | 8 | 2.2% |
| Cloud Infrastructure Engineer | 6 | 1.6% |
| Cloud Engineer | 5 | 1.4% |
Top metros hiring for autoscaling
| Name | Postings | Share |
|---|---|---|
| San Francisco | 24 | 6.5% |
| New York City | 11 | 3.0% |
| Seattle | 9 | 2.4% |
| Bengaluru | 7 | 1.9% |
| Dublin | 7 | 1.9% |
| London | 7 | 1.9% |
| San Jose | 7 | 1.9% |
| Boston | 6 | 1.6% |
| Springfield | 5 | 1.4% |
Skills commonly paired with autoscaling
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-21. 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
- fb653142aecab047
- data_as_of
- 2026-09-21
- 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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