146 lines
4.6 KiB
Markdown
146 lines
4.6 KiB
Markdown
# Market evidence report — quality-engineer
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Source: **43 real job ads** (JSearch API, countries: us 43), extracted into the MSSQL evidence store; as of 2026-07-19.
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This report contains extracted, aggregated facts only — no ad text is
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reproduced (copyright / platform terms).
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## Seniority distribution
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| Seniority | Ads | Share |
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|---|---|---|
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| mid | 33 | 77 % |
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| senior | 8 | 19 % |
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| junior | 2 | 5 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | Microsoft Office | 5 | 12 % |
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| 2 | Microsoft Excel | 4 | 9 % |
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| 3 | Minitab | 3 | 7 % |
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## Hard skills — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | data analysis | 17 | 40 % |
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| 2 | corrective action implementation | 16 | 37 % |
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| 3 | root cause analysis | 16 | 37 % |
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| 4 | process improvement | 12 | 28 % |
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| 5 | quality assurance | 11 | 26 % |
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| 6 | risk assessment | 6 | 14 % |
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| 7 | statistical analysis | 6 | 14 % |
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| 8 | auditing | 5 | 12 % |
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| 9 | inspection | 5 | 12 % |
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| 10 | internal auditing | 5 | 12 % |
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| 11 | continuous improvement | 4 | 9 % |
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| 12 | problem solving | 4 | 9 % |
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| 13 | quality control | 4 | 9 % |
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| 14 | quality engineering | 4 | 9 % |
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| 15 | risk management | 4 | 9 % |
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| 16 | statistical process control | 4 | 9 % |
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| 17 | failure analysis | 3 | 7 % |
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| 18 | process auditing | 3 | 7 % |
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| 19 | quality improvement | 3 | 7 % |
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| 20 | root cause investigation | 3 | 7 % |
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| 21 | supplier evaluation | 3 | 7 % |
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## Methods — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | lean manufacturing | 12 | 28 % |
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| 2 | six sigma | 10 | 23 % |
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| 3 | iso 9001 | 6 | 14 % |
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| 4 | FMEA | 5 | 12 % |
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| 5 | 8d methodology | 4 | 9 % |
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| 6 | 8D problem solving | 4 | 9 % |
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| 7 | SPC | 4 | 9 % |
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| 8 | APQP | 3 | 7 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | quality issue resolution | 4 | 9 % |
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| 2 | corrective action implementation | 3 | 7 % |
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| 3 | data analysis | 3 | 7 % |
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| 4 | data collection | 3 | 7 % |
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| 5 | process improvement | 3 | 7 % |
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| 6 | quality standard development | 3 | 7 % |
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## Regional breakdown
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> **Corpus note:** 43 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
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### US (us)
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43 ads.
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**Top hard skills:**
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- data analysis — 40 % (17 ads)
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- corrective action implementation — 37 % (16 ads)
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- root cause analysis — 37 % (16 ads)
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- process improvement — 28 % (12 ads)
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- quality assurance — 26 % (11 ads)
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- risk assessment — 14 % (6 ads)
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- statistical analysis — 14 % (6 ads)
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- auditing — 12 % (5 ads)
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- inspection — 12 % (5 ads)
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- internal auditing — 12 % (5 ads)
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**Top tools:**
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- Microsoft Office — 12 % (5 ads)
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- Microsoft Excel — 9 % (4 ads)
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- Minitab — 7 % (3 ads)
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- JMeter — 5 % (2 ads)
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- Playwright — 5 % (2 ads)
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- SAP — 5 % (2 ads)
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- selenium — 5 % (2 ads)
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**Seniority:** mid 77 % · senior 19 % · junior 5 %
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### UK (gb)
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**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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### EU/DACH (de, at, ch, nl)
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**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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## Job title variants in the market
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| Title | Ads |
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|---|---|
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| Quality Engineer | 6 |
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| (USA) Quality Engineer | 1 |
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| Aerospace Quality Engineer- Level 1 | 1 |
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| Aerospace Supplier Quality Engineer | 1 |
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| Engineer Supplier QA | 1 |
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| Field Quality Engineer | 1 |
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| Manufacturing Quality Engineer | 1 |
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| Manufacturing Quality Engineer: Growth & Process Excellence | 1 |
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| Night QA Coordinator: Food Safety & Production Quality | 1 |
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| Oracle HCM Cloud Test Automation & Quality Engineer | 1 |
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| Product Quality Engineer - Data Center Manufacturing | 1 |
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| Product Quality Engineer/ Automation Specialist (Clearance Rq'd) | 1 |
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| Quality Assurance Engineer | 1 |
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| Quality Assurance Specialist Sr. | 1 |
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| Quality Engineer - NCE Remediation | 1 |
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| Quality Engineer - NDT | 1 |
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| Quality Engineer (Product Transfer Validation) | 1 |
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| Quality Engineer [Must have Complaint Handling exp] | 1 |
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| Quality Engineer I | 1 |
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| Quality Engineer II | 1 |
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| Quality Engineer II - Lean Six Sigma in Manufacturing | 1 |
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| Quality Engineer II Data-Driven Quality & Kaizen | 1 |
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| Quality Engineer IV | 1 |
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| Quality Engineer, Aerospace & Defense — 9/80 Schedule | 1 |
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| Quality Engineer, CAPA & QC in Life Sciences | 1 |
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Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.
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