132 lines
4.4 KiB
Markdown
132 lines
4.4 KiB
Markdown
# Market evidence report — rotating-equipment-engineer
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Source: **50 real job ads** (JSearch API, countries: us 32, gb 18), 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 | 25 | 50 % |
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| senior | 24 | 48 % |
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| n/a | 1 | 2 % |
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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 | 6 | 12 % |
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| 2 | Microsoft Office | 3 | 6 % |
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| 3 | Microsoft Word | 3 | 6 % |
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| 4 | SAP | 3 | 6 % |
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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 | root cause analysis | 23 | 46 % |
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| 2 | failure analysis | 22 | 44 % |
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| 3 | mechanical troubleshooting | 20 | 40 % |
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| 4 | equipment design review | 18 | 36 % |
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| 5 | maintenance strategy development | 18 | 36 % |
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| 6 | rotating equipment optimization | 18 | 36 % |
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| 7 | rotating equipment maintenance | 6 | 12 % |
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| 8 | mechanical engineering | 5 | 10 % |
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| 9 | rotating equipment engineering | 5 | 10 % |
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| 10 | predictive maintenance | 4 | 8 % |
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| 11 | risk assessment | 4 | 8 % |
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| 12 | data analysis | 3 | 6 % |
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| 13 | drawing review | 3 | 6 % |
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| 14 | reliability improvement | 3 | 6 % |
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| 15 | vibration analysis | 3 | 6 % |
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## Methods — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | reliability improvement initiatives | 18 | 36 % |
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| 2 | preventive maintenance | 4 | 8 % |
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| 3 | predictive maintenance | 3 | 6 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | issue resolution | 19 | 38 % |
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| 2 | performance improvement | 19 | 38 % |
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| 3 | commissioning support | 18 | 36 % |
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| 4 | compliance assurance | 18 | 36 % |
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| 5 | inspection support | 18 | 36 % |
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| 6 | maintenance planning | 18 | 36 % |
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| 7 | technical consultancy | 18 | 36 % |
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| 8 | corrective action implementation | 3 | 6 % |
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| 9 | technical support | 3 | 6 % |
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| 10 | workshop support | 3 | 6 % |
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## Regional breakdown
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> **Corpus note:** 50 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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32 ads.
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**Top hard skills:**
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- failure analysis — 62 % (20 ads)
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- mechanical troubleshooting — 62 % (20 ads)
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- root cause analysis — 59 % (19 ads)
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- equipment design review — 56 % (18 ads)
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- maintenance strategy development — 56 % (18 ads)
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- rotating equipment optimization — 56 % (18 ads)
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- mechanical engineering — 12 % (4 ads)
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- predictive maintenance — 9 % (3 ads)
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- data analysis — 6 % (2 ads)
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- equipment optimization — 6 % (2 ads)
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**Top tools:**
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- Microsoft Excel — 9 % (3 ads)
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- SAP — 9 % (3 ads)
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- Microsoft Office — 6 % (2 ads)
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- Microsoft Word — 6 % (2 ads)
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**Seniority:** senior 66 % · mid 34 %
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### UK (gb)
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**Insufficient evidence** — 18 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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| Rotating Equipment Specialist | 18 |
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| Rotating Equipment Engineer | 12 |
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| Principal Rotating Equipment Engineer | 2 |
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| Senior Rotating Equipment Engineer | 2 |
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| Machinery Diagnostics Field Engineer | 1 |
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| Machinery Diagnostics Field Engineer / Rotating Equipment Field Engineer | 1 |
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| Machinery/Rotating Equipment Engineer | 1 |
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| Mechanical System Engineer | 1 |
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| Product Design Engineer Rotating Equipment | 1 |
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| Product Design Engineer: Rotating Equipment & CAD | 1 |
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| Reliability Engineer | 1 |
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| Rotating Equipment Engineer - Energy & Gas Turbines | 1 |
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| Rotating Equipment Engineer - Midstream | 1 |
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| Rotating Equipment Engineer - Optimize Reliability | 1 |
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| Rotating Equipment Engineer - Power Plant and Commissioning | 1 |
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| ROTATING EQUIPMENT ENGINEER (LEVEL DOE) | 1 |
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| Senior Rotating Equipment Engineer — Oil & Gas | 1 |
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| Senior Rotating Equipment Engineer: Reliability & Troubleshooting | 1 |
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| Sr. Rotating Equipment Engineer | 1 |
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| Sr. Rotating Equipment Engineer - Design & Construction | 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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