3.9 KiB
3.9 KiB
Market evidence report — automotive-engineer
Source: 62 real job ads (JSearch API, countries: us 62), 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 | 53 | 85 % |
| junior | 4 | 6 % |
| senior | 4 | 6 % |
| n/a | 1 | 2 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Office | 8 | 13 % |
| 2 | diagnostic tools | 3 | 5 % |
| 3 | Microsoft Excel | 3 | 5 % |
| 4 | Minitab | 3 | 5 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | data analysis | 15 | 24 % |
| 2 | vehicle repair | 11 | 18 % |
| 3 | vehicle maintenance | 9 | 15 % |
| 4 | process improvement | 8 | 13 % |
| 5 | troubleshooting | 7 | 11 % |
| 6 | electrical system repair | 6 | 10 % |
| 7 | root cause analysis | 6 | 10 % |
| 8 | vehicle diagnosis | 6 | 10 % |
| 9 | vehicle diagnostics | 6 | 10 % |
| 10 | automotive repair | 5 | 8 % |
| 11 | process optimization | 5 | 8 % |
| 12 | suspension repair | 5 | 8 % |
| 13 | transmission repair | 5 | 8 % |
| 14 | vehicle inspection | 5 | 8 % |
| 15 | engine repair | 4 | 6 % |
| 16 | project management | 4 | 6 % |
| 17 | automotive diagnostics | 3 | 5 % |
| 18 | brake repair | 3 | 5 % |
| 19 | brake service | 3 | 5 % |
| 20 | corrective action implementation | 3 | 5 % |
| 21 | diagnostics | 3 | 5 % |
| 22 | mechanical diagnosis | 3 | 5 % |
| 23 | mechanical repair | 3 | 5 % |
| 24 | preventive maintenance | 3 | 5 % |
| 25 | statistical process control | 3 | 5 % |
| 26 | technical documentation | 3 | 5 % |
| 27 | technical troubleshooting | 3 | 5 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | lean manufacturing | 7 | 11 % |
| 2 | six sigma | 4 | 6 % |
| 3 | statistical process control (SPC) | 3 | 5 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | vehicle repair | 8 | 13 % |
| 2 | vehicle maintenance | 7 | 11 % |
| 3 | process improvement | 4 | 6 % |
| 4 | process ownership | 4 | 6 % |
| 5 | system diagnosis | 4 | 6 % |
| 6 | customer communication | 3 | 5 % |
| 7 | equipment maintenance | 3 | 5 % |
| 8 | project management | 3 | 5 % |
| 9 | safety procedure adherence | 3 | 5 % |
| 10 | test driving | 3 | 5 % |
| 11 | vehicle diagnosis | 3 | 5 % |
| 12 | vehicle inspection | 3 | 5 % |
Job title variants in the market
| Title | Ads |
|---|---|
| Automotive Mechanic | 6 |
| Automotive Technician/Mechanic | 2 |
| Manufacturing Process Engineer | 2 |
| ADAS Automotive Technician | 1 |
| Air Vehicle Engineer | 1 |
| Air Vehicle Engineer (Journeyman) | 1 |
| Assistant / Associate Professor of Automotive Engineering Technology | 1 |
| Auto Mechanic | 1 |
| Automotive Electronics Integration Engineer | 1 |
| Automotive Engineer at TEK NINJAS Greensboro, NC | 1 |
| Automotive Mechanic - Department of General Services | 1 |
| Automotive Mechanic Jeep,Chrysler Dodge Experienced | 1 |
| Automotive Non-Power Technician | 1 |
| Automotive Powertrain Development Engineer | 1 |
| Automotive Service Technician | 1 |
| Automotive Service Technician - CDJR | 1 |
| Automotive Software Engineer | 1 |
| Automotive Technician | 1 |
| Automotive Technician / Mechanic | 1 |
| Automotive Technician Overnight - $5,000 Sign On Bonus | 1 |
| Automotive Technician/ Mechanic | 1 |
| Automotive Technician/Mechanic and Automotive General Service Technicians | 1 |
| Automotive Technician/Mechanic WITH SIGN ON BONUS | 1 |
| Corporate Automotive Mechanic – AC-Cooled Facility, No Flat Rate | 1 |
| Entry Level Automotive Technician - Fredericksburg, VA | 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.