calibration jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-07, calibration appears in 295 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand up 72% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-07
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Frequently asked questions about calibration
+Is calibration in demand in 2026?
Yes. calibration appears in 295 job postings indexed by Skillenai over the 90 days ending 2026-08-07, with demand up 72% vs the prior 4 weeks. It is most often required for Software Engineer roles (6% of Software Engineer postings list it).
+What jobs require calibration?
According to the Skillenai jobs index over the 90 days ending 2026-08-07, the job titles most likely to require calibration are Software Engineer (6% of postings list calibration), Data Scientist (5% of postings list calibration), Machine Learning Engineer (5% of postings list calibration).
+What skills are commonly paired with calibration?
Across job postings indexed by Skillenai (90 days ending 2026-08-07), calibration most often appears alongside Python, machine learning, C++, SQL, quality assurance (QA).
+Where is calibration most in demand?
As of 2026-08-07, the metro areas posting the most jobs requiring calibration are San Francisco, Munich, New York City, Boston, Mountain View, according to the Skillenai jobs index.
+How can I keep up with new calibration content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning calibration alongside the jobs index. You can subscribe to a daily email digest of new calibration content from your Skillenai account.
Weekly job postings requiring calibration — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require calibration
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 18 | 6.1% |
| Data Scientist | 16 | 5.4% |
| Machine Learning Engineer | 16 | 5.4% |
| AI Reviewer | 15 | 5.1% |
| Systems Engineer | 12 | 4.1% |
| AI Evaluator | 8 | 2.7% |
| Quality Assurance Associate | 6 | 2.0% |
| Hardware Test Engineer | 5 | 1.7% |
| Product Manager | 5 | 1.7% |
| Test Engineer | 5 | 1.7% |
Top metros hiring for calibration
| Name | Postings | Share |
|---|---|---|
| San Francisco | 28 | 9.5% |
| Munich | 9 | 3.1% |
| New York City | 7 | 2.4% |
| Boston | 6 | 2.0% |
| Mountain View | 5 | 1.7% |
| Auckland | 4 | 1.4% |
| Los Angeles | 4 | 1.4% |
| Paris | 4 | 1.4% |
| San Jose | 4 | 1.4% |
Skills commonly paired with calibration
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-07. 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
- 290a73beef7e8995
- data_as_of
- 2026-08-07
- 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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