af05383bb1
Snapshot before the quality program (relevance gates, tiered mapping, QA linter). v1 is the immutable before/after reference; evidence crawl was at ~175/3039 occupations when tagged. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
3.1 KiB
3.1 KiB
Market evidence report — automotive-engineering-drafter
Source: 52 real job ads (JSearch API, countries: us 52), extracted into the MSSQL evidence store; as of 2026-07-09. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 29 | 56 % |
| n/a | 11 | 21 % |
| lead | 7 | 13 % |
| junior | 3 | 6 % |
| senior | 2 | 4 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Excel | 4 | 8 % |
| 2 | Microsoft Word | 4 | 8 % |
| 3 | Gravity Sketch | 3 | 6 % |
| 4 | Solidworks | 3 | 6 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | brake repair | 5 | 10 % |
| 2 | engine repair | 4 | 8 % |
| 3 | mechanical design | 4 | 8 % |
| 4 | vehicle inspection | 4 | 8 % |
| 5 | air conditioning repair | 3 | 6 % |
| 6 | drafting | 3 | 6 % |
| 7 | electrical system repair | 3 | 6 % |
| 8 | suspension repair | 3 | 6 % |
| 9 | vehicle diagnosis | 3 | 6 % |
| 10 | vehicle maintenance | 3 | 6 % |
| 11 | vehicle repair | 3 | 6 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | customer communication | 7 | 13 % |
| 2 | drawing creation | 5 | 10 % |
| 3 | customer service | 3 | 6 % |
| 4 | customer service delivery | 3 | 6 % |
| 5 | data analysis | 3 | 6 % |
| 6 | inventory management | 3 | 6 % |
| 7 | team collaboration | 3 | 6 % |
| 8 | vehicle diagnosis | 3 | 6 % |
| 9 | vehicle repair | 3 | 6 % |
Job title variants in the market
| Title | Ads |
|---|---|
| Master Technician | 3 |
| Vehicle Service Specialist | 2 |
| 2026 PhD Graduate - Vehicle Design and Technologies Group - we design the future! | 1 |
| 91B Light-Wheel Vehicle Mechanic | 1 |
| Auto Body Technician | 1 |
| Auto Mechanic | 1 |
| Automotive Acquisition Specialist | 1 |
| Automotive Controller - Holman North Carolina | 1 |
| Automotive Mechanic | 1 |
| Automotive Technician | 1 |
| BMW/MINI Product Specialist: Elevate Customer Experience | 1 |
| Body Shop Support / Vehicle Check-In & Quality Control Assistant | 1 |
| CAD Design Engineer (Part-time, Remote) | 1 |
| CAD Designer/Drafter (Solidworks) | 1 |
| CAD Drafter - VA | 1 |
| Carwash/ Detailer 15HR to 17HR DOE (BWI) | 1 |
| CJ's Tire & Automotive is hiring: CONTENT MARKETING SPECIALIST in Birdsboro | 1 |
| Customer Experience Specialist – Car Buying & Selling | 1 |
| Customer Relations Associate | 1 |
| Design Engineer - Automotive Exteriors | 1 |
| Detailer (flat rate) 530110 Greensboro NC | 1 |
| Detailer (flat rate) 788070 Pearson CDJR (Richmond,VA) | 1 |
| Direct Sales Agent Specialist (1334) - Direct Auto | 1 |
| Drafting/Modeling Team Supervisor | 1 |
| Experienced Auto Repair Technicians / Automotive Mechanics - Denton Chevrolet | 1 |
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.