# Market evidence report — automotive-engineering-technician

Source: **58 real job ads** (JSearch API, countries: us 56, gb 2), 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 | 41 | 71 % |
| junior | 8 | 14 % |
| n/a | 5 | 9 % |
| senior | 2 | 3 % |
| lead | 2 | 3 % |

## Tools — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Creo Parametric | 4 | 7 % |

## Hard skills — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | data analysis | 10 | 17 % |
| 2 | troubleshooting | 9 | 16 % |
| 3 | vehicle repair | 7 | 12 % |
| 4 | preventative maintenance | 6 | 10 % |
| 5 | root cause analysis | 6 | 10 % |
| 6 | vehicle inspection | 6 | 10 % |
| 7 | welding | 6 | 10 % |
| 8 | brake repair | 5 | 9 % |
| 9 | vehicle maintenance | 5 | 9 % |
| 10 | mechanical repair | 4 | 7 % |
| 11 | system integration | 4 | 7 % |
| 12 | technical documentation | 4 | 7 % |
| 13 | transmission repair | 4 | 7 % |
| 14 | vehicle diagnostics | 4 | 7 % |
| 15 | automotive repair | 3 | 5 % |
| 16 | component design | 3 | 5 % |
| 17 | engine repair | 3 | 5 % |
| 18 | equipment installation | 3 | 5 % |
| 19 | mechanical troubleshooting | 3 | 5 % |
| 20 | problem solving | 3 | 5 % |
| 21 | process improvement | 3 | 5 % |
| 22 | test plan development | 3 | 5 % |
| 23 | wiring | 3 | 5 % |

## Methods — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | continuous improvement | 3 | 5 % |

## Responsibilities — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | equipment repair | 7 | 12 % |
| 2 | vehicle repair | 6 | 10 % |
| 3 | technical issue resolution | 5 | 9 % |
| 4 | routine maintenance | 4 | 7 % |
| 5 | vehicle inspection | 4 | 7 % |
| 6 | issue resolution | 3 | 5 % |
| 7 | system integration | 3 | 5 % |
| 8 | system repair | 3 | 5 % |
| 9 | test driving | 3 | 5 % |
| 10 | vehicle diagnosis | 3 | 5 % |

## Job title variants in the market

| Title | Ads |
|---|---|
| Automotive Body Technician | 2 |
| Automotive Electronics Technician- 12 volt | 2 |
| Engineering Technician | 2 |
| Entry Level Technician | 2 |
| A and B techs Needed if you have the skills WE WANT YOU | 1 |
| A Tech - Master Technician | 1 |
| A Technician (Master Tech) | 1 |
| ASE Certified Technician - SIGNING BONUS!!!!! | 1 |
| Associate Design Engineer - Fuel Systems | 1 |
| Automotive ADAS Calibration Technician | 1 |
| Automotive ADAS Calibration Technician Apprentice | 1 |
| Automotive Electrical Technician | 1 |
| Automotive Equipment Technician | 1 |
| Automotive Interior Repair Technician Trainee | 1 |
| Automotive Technician | 1 |
| Automotive Technician / Mechanic (B Tech) | 1 |
| Automotive Wheel Repair Technician | 1 |
| C Technician | 1 |
| CDL Class A-Truck Driver (Local / Home Every Night!) | 1 |
| Class A Manufacturing Mechanic/Technician | 1 |
| Collision Technician | 1 |
| Collision Technician (Day Shift) | 1 |
| Design Engineer - Rider Interface - Hybrid | 1 |
| DESIGN ENGINEERING | 1 |
| Designer - Chassis Systems | 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.