calibration jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-30, calibration appears in 512 job postings indexed by Skillenai over the past 90 days — Test Engineer has the most postings mentioning calibration, with demand share up 7.9% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-30
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Frequently asked questions about calibration
+Is calibration in demand in 2026?
Yes. calibration appears in 512 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Test Engineer accounts for the most postings mentioning calibration (6.8% of all postings mentioning calibration).
+What jobs require calibration?
According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning calibration are Platform Product Manager (10.0% of that role’s postings mention calibration), Quality Assurance Associate (9.2% of that role’s postings mention calibration), Hardware Test Engineer (8.6% of that role’s postings mention calibration).
+What skills are commonly paired with calibration?
Across job postings indexed by Skillenai (90 days ending 2026-09-30), calibration most often appears alongside Python, machine learning, C++, quality assurance, Root cause analysis.
+Where is calibration most in demand?
As of 2026-09-30, the metro areas posting the most jobs requiring calibration are San Francisco, New York City, London, Ho Chi Minh City, Santa Clara, 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.
+Which skills come before and after calibration?
The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.
Weekly indexed postings requiring calibration — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Career paths around calibration
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before calibration
Skills after calibration
How to read this chart · view counts
Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.
The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.
Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.
| Connection | Moves |
|---|---|
| Before: ISO 9001 | 1 |
| Before: VBA | 1 |
| Before: perturbed structure of the system | 1 |
| Before: validating the common biomarkers | 1 |
| Before: Application Engineering | 1 |
| Before: testing | 1 |
| Before: MRB | 1 |
| Before: 2-D/3-D registration scheme | 1 |
| After: Java | 2 |
| After: ISO 9001:2015 | 1 |
| After: Windows 11 | 1 |
| After: pgAdmin 4 | 1 |
| After: schematics | 1 |
| After: MYSQL | 1 |
| After: Quality Assurance | 1 |
| After: GRAD-CAM | 1 |
Roles most likely to require calibration
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Platform Product Manager | 2 | 10.0% |
| Quality Assurance Associate | 8 | 9.2% |
| Hardware Test Engineer | 7 | 8.6% |
| Robotics Engineer | 6 | 8.5% |
| Quality Assurance Technician | 10 | 7.7% |
| Hardware Engineer | 3 | 7.5% |
| Simulation Engineer | 2 | 5.9% |
| Quality Assurance Coordinator | 2 | 5.6% |
| Electrical Test Engineer | 3 | 5.3% |
| RF Test Engineer | 2 | 5.3% |
Roles with the most calibration postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Test Engineer | 35 | 6.8% |
| Machine Learning Engineer | 28 | 5.5% |
| Software Engineer | 25 | 4.9% |
| Data Scientist | 24 | 4.7% |
| Systems Engineer | 18 | 3.5% |
| Quality Assurance Manager | 11 | 2.1% |
| Embedded Software Engineer | 10 | 2.0% |
| Quality Assurance Specialist | 10 | 2.0% |
| Quality Assurance Technician | 10 | 2.0% |
| Research Scientist | 10 | 2.0% |
Top companies posting jobs requiring calibration
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Bosch | 21 |
| General Motors | 15 |
| Northrop Grumman | 12 |
| Wayve | 9 |
| Aaru | 7 |
| Airbnb | 6 |
| Applied | 6 |
| OpenBrain | 6 |
| CLERA | 5 |
| NVIDIA | 5 |
Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.
Top metros hiring for calibration
| Name | Postings | Share |
|---|---|---|
| San Francisco | 26 | 5.1% |
| New York City | 14 | 2.7% |
| London | 11 | 2.1% |
| Ho Chi Minh City | 9 | 1.8% |
| Santa Clara | 9 | 1.8% |
| Austin | 7 | 1.4% |
| Bayan Lepas | 7 | 1.4% |
| Palo Alto | 7 | 1.4% |
| Sunnyvale | 7 | 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 2026-09-30. 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 calibration by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s calibration postings by all calibration 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). Adjusted posting share: 0.2% to 0.2%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,595 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 290a73beef7e8995
- data_as_of
- 2026-09-30
- 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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