136 lines
4.3 KiB
Markdown
136 lines
4.3 KiB
Markdown
# Market evidence report — design-engineer
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Source: **33 real job ads** (JSearch API, countries: us 33), extracted into the MSSQL evidence store; as of 2026-07-11.
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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 | 67 % |
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| senior | 8 | 24 % |
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| lead | 2 | 6 % |
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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 | AutoCAD | 8 | 24 % |
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| 2 | Revit | 7 | 21 % |
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| 3 | Microsoft Office | 5 | 15 % |
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| 4 | CAD software | 4 | 12 % |
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| 5 | SolidWorks | 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 | mechanical design | 9 | 27 % |
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| 2 | data analysis | 4 | 12 % |
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| 3 | hvac design | 4 | 12 % |
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| 4 | hvac system design | 4 | 12 % |
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| 5 | chemical dosing | 3 | 9 % |
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| 6 | engineering calculations | 3 | 9 % |
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| 7 | filtration processes | 3 | 9 % |
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| 8 | hydraulic analysis | 3 | 9 % |
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| 9 | pump selection | 3 | 9 % |
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| 10 | regulatory compliance | 3 | 9 % |
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| 11 | risk management | 3 | 9 % |
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| 12 | system optimization | 3 | 9 % |
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| 13 | water treatment plant design | 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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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | system design | 5 | 15 % |
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| 2 | design development | 3 | 9 % |
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| 3 | feasibility studies | 3 | 9 % |
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| 4 | hydraulic modeling | 3 | 9 % |
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| 5 | lab data analysis | 3 | 9 % |
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| 6 | process optimization | 3 | 9 % |
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| 7 | technical leadership | 3 | 9 % |
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## Regional breakdown
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> **Corpus note:** 33 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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33 ads.
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**Top hard skills:**
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- mechanical design — 27 % (9 ads)
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- data analysis — 12 % (4 ads)
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- hvac design — 12 % (4 ads)
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- hvac system design — 12 % (4 ads)
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- chemical dosing — 9 % (3 ads)
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- engineering calculations — 9 % (3 ads)
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- filtration processes — 9 % (3 ads)
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- hydraulic analysis — 9 % (3 ads)
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- pump selection — 9 % (3 ads)
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- regulatory compliance — 9 % (3 ads)
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**Top tools:**
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- AutoCAD — 24 % (8 ads)
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- Revit — 21 % (7 ads)
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- Microsoft Office — 15 % (5 ads)
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- CAD software — 12 % (4 ads)
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- SolidWorks — 9 % (3 ads)
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- ansys — 6 % (2 ads)
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- CAD — 6 % (2 ads)
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- microsoft excel — 6 % (2 ads)
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- Trane Trace — 6 % (2 ads)
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**Seniority:** mid 67 % · senior 24 % · lead 6 % · 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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| Water Treatment Facility Design Engineer | 3 |
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| Concept Design Engineer Jobs | 1 |
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| Design Engineer - Solid Propulsion Systems | 1 |
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| Hardware Design Engineer | 1 |
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| Hardware/Software Design Engineer (Levels 1-4) with Security Clearance | 1 |
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| Head of Design or Staff Design Engineer | 1 |
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| HVAC / Mechanical Design Engineer | 1 |
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| HVAC Design Engineer | 1 |
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| HVAC Design Engineer for Life Sciences & Food Plants | 1 |
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| HVAC Design Engineer: Energy Modeling & Commissioning | 1 |
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| HVAC Mechanical Design Engineer | 1 |
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| HVAC Mechanical Engineer | 1 |
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| Lead Design Engineer | 1 |
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| Mechanical Design Engineer | 1 |
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| Mechanical Design Engineer - Robotics Tooling | 1 |
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| Mechanical Engineer (HVAC Systems Design) | 1 |
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| OCONUS AV Design Engineer Jobs | 1 |
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| Onsite Design Engineer: CAD, Prototyping & Mold Design | 1 |
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| Principal/Senior Principal Electromechanical Design Engineer | 1 |
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| Product Design Engineer | 1 |
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| Radiation Shield Design Engineer | 1 |
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| Senior Data Center HVAC Design Engineer | 1 |
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| Senior Design Engineer - Mechanical | 1 |
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| Senior HVAC Design Engineer (PE) - Lead Projects, DC Metro | 1 |
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| Senior Mechanical Design Engineer - HVAC and Plumbing Design | 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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