152 lines
4.9 KiB
Markdown
152 lines
4.9 KiB
Markdown
# Market evidence report — metallurgical-manager
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Source: **35 real job ads** (JSearch API, countries: us 35), extracted into the MSSQL evidence store; as of 2026-07-17.
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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 | 22 | 63 % |
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| senior | 8 | 23 % |
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| lead | 4 | 11 % |
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| n/a | 1 | 3 % |
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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 Excel | 11 | 31 % |
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| 2 | Microsoft Word | 10 | 29 % |
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| 3 | Microsoft PowerPoint | 9 | 26 % |
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| 4 | Microsoft Outlook | 8 | 23 % |
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| 5 | SEM | 4 | 11 % |
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| 6 | EDS | 3 | 9 % |
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| 7 | Microsoft Office | 3 | 9 % |
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| 8 | Minitab | 3 | 9 % |
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| 9 | optical microscopy | 3 | 9 % |
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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 | failure analysis | 17 | 49 % |
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| 2 | metallurgical analysis | 15 | 43 % |
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| 3 | materials engineering | 11 | 31 % |
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| 4 | data analysis | 8 | 23 % |
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| 5 | design review | 8 | 23 % |
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| 6 | safety analysis | 8 | 23 % |
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| 7 | supplier quality control | 8 | 23 % |
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| 8 | technical documentation | 8 | 23 % |
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| 9 | process optimization | 7 | 20 % |
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| 10 | root cause analysis | 7 | 20 % |
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| 11 | mechanical testing | 6 | 17 % |
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| 12 | heat treatment | 4 | 11 % |
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| 13 | alloy development | 3 | 9 % |
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| 14 | corrosion evaluation | 3 | 9 % |
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| 15 | materials characterization | 3 | 9 % |
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## Methods — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | root cause analysis | 11 | 31 % |
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| 2 | quality surveillance | 8 | 23 % |
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| 3 | design for affordability | 6 | 17 % |
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| 4 | continuous improvement | 5 | 14 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | supplier oversight | 6 | 17 % |
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| 2 | project management | 5 | 14 % |
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| 3 | technical report preparation | 5 | 14 % |
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| 4 | material evaluation | 4 | 11 % |
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| 5 | materials evaluation | 4 | 11 % |
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| 6 | process improvement | 4 | 11 % |
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| 7 | compliance maintenance | 3 | 9 % |
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| 8 | compliance monitoring | 3 | 9 % |
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| 9 | data analysis | 3 | 9 % |
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| 10 | specification development | 3 | 9 % |
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| 11 | technical report review | 3 | 9 % |
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| 12 | technical support | 3 | 9 % |
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## Regional breakdown
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> **Corpus note:** 35 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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35 ads.
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**Top hard skills:**
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- failure analysis — 49 % (17 ads)
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- metallurgical analysis — 43 % (15 ads)
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- materials engineering — 31 % (11 ads)
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- data analysis — 23 % (8 ads)
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- design review — 23 % (8 ads)
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- safety analysis — 23 % (8 ads)
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- supplier quality control — 23 % (8 ads)
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- technical documentation — 23 % (8 ads)
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- process optimization — 20 % (7 ads)
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- root cause analysis — 20 % (7 ads)
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**Top tools:**
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- Microsoft Excel — 31 % (11 ads)
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- Microsoft Word — 29 % (10 ads)
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- Microsoft PowerPoint — 26 % (9 ads)
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- Microsoft Outlook — 23 % (8 ads)
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- SEM — 11 % (4 ads)
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- EDS — 9 % (3 ads)
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- Microsoft Office — 9 % (3 ads)
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- Minitab — 9 % (3 ads)
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- optical microscopy — 9 % (3 ads)
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- AS400 — 6 % (2 ads)
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**Seniority:** mid 63 % · senior 23 % · lead 11 % · n/a 3 %
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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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| Metallurgical Engineer | 4 |
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| Materials / Metallurgical Engineer | 3 |
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| Senior Metallurgical Engineer | 3 |
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| Experienced Materials / Metallurgical Engineer | 2 |
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| Metallurgical Engineering Superintendent | 2 |
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| Chief Metallurgist | 1 |
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| Experienced Materials / Metallurgical Engineer-Monroeville,Pennsylvania | 1 |
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| General Manager Metallurgical OperationsHyderabad India | 1 |
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| Lead Metallurgical Process Engineer — Metallurgy and Heavy Forging | 1 |
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| Manager - Metallurgy Special Projects | 1 |
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| Materials / Metallurgical Engineer-Monroeville,Pennsylvania | 1 |
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| Metallurgical Engineer /Laboratory Manager | 1 |
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| Metallurgical Engineer: Advanced Alloys Defense Systems | 1 |
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| Metallurgical Engineering Superintendent #ESF4169 | 1 |
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| Metallurgist | 1 |
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| Metallurgist – High Performance Alloys | 1 |
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| Metallurgist - Part Time | 1 |
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| Metallurgy Product Innovator & Development Lead | 1 |
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| Physical Metallurgist | 1 |
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| Principal Metallurgist | 1 |
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| Product Metallurgist | 1 |
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| Quality & Metallurgy Lead ISO | 1 |
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| Senior Materials/Metallurgical Engineer | 1 |
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| Senior Process Engineer Metallurgical | 1 |
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| Sr. Metallurgical Engineer | 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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