throughput optimization jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-19, throughput optimization appears in 116 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 25% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-19
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Frequently asked questions about throughput optimization
+Is throughput optimization in demand in 2026?
Yes. throughput optimization appears in 116 job postings indexed by Skillenai over the 90 days ending 2026-09-19, with demand down 25% vs the prior 4 weeks. It is most often required for Software Engineer roles (25% of Software Engineer postings list it).
+What jobs require throughput optimization?
According to the Skillenai jobs index over the 90 days ending 2026-09-19, the job titles most likely to require throughput optimization are Software Engineer (25% of postings list throughput optimization), AI Engineer (13% of postings list throughput optimization), Machine Learning Engineer (10% of postings list throughput optimization).
+What skills are commonly paired with throughput optimization?
Across job postings indexed by Skillenai (90 days ending 2026-09-19), throughput optimization most often appears alongside latency optimization, Python, observability, PyTorch, Distributed systems.
+Where is throughput optimization most in demand?
As of 2026-09-19, the metro areas posting the most jobs requiring throughput optimization are San Francisco, Seattle, Mountain View, Sunnyvale, Toronto, according to the Skillenai jobs index.
+How can I keep up with new throughput optimization content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning throughput optimization alongside the jobs index. You can subscribe to a daily email digest of new throughput optimization content from your Skillenai account.
Weekly job postings requiring throughput optimization — last 90 days
Job titles most likely to require throughput optimization
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 29 | 25.0% |
| AI Engineer | 15 | 12.9% |
| Machine Learning Engineer | 11 | 9.5% |
| Research Engineer | 5 | 4.3% |
| Technical Program Manager | 5 | 4.3% |
| Distinguished Engineer | 3 | 2.6% |
| ML Engineer | 3 | 2.6% |
| Program Manager | 3 | 2.6% |
| Backend Engineer | 2 | 1.7% |
| Distributed Systems Engineer | 2 | 1.7% |
Top metros hiring for throughput optimization
| Name | Postings | Share |
|---|---|---|
| San Francisco | 15 | 12.9% |
| Seattle | 10 | 8.6% |
| Mountain View | 5 | 4.3% |
| Sunnyvale | 5 | 4.3% |
| Toronto | 4 | 3.4% |
| Berlin | 3 | 2.6% |
| Long Beach | 3 | 2.6% |
| San Jose | 3 | 2.6% |
| Bellevue | 2 | 1.7% |
Skills commonly paired with throughput optimization
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-19. 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
- 05c18c923e3c3932
- data_as_of
- 2026-09-19
- 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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