# Market evidence report — powertrain-engineer

Source: **14 real job ads** (JSearch API, countries: us 14), extracted into the MSSQL evidence store; as of 2026-07-18.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).

## Seniority distribution

| Seniority | Ads | Share |
|---|---|---|
| mid | 11 | 79 % |
| senior | 2 | 14 % |
| lead | 1 | 7 % |

## Tools — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|

## Hard skills — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | control strategy development | 3 | 21 % |
| 2 | data analysis | 3 | 21 % |

## Methods — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|

## Responsibilities — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | system optimization | 3 | 21 % |

## Regional breakdown

> **Corpus note:** 14 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

### US (us)

**Insufficient evidence** — 14 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

### UK (gb)

**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

### EU/DACH (de, at, ch, nl)

**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.


## Job title variants in the market

| Title | Ads |
|---|---|
| Powertrain Engineer | 2 |
| Diesel Powertrain Calibration Engineer - OBD & MATLAB | 1 |
| F1 Powertrain Design Engineer – NX Expert | 1 |
| Hydrogen and Fuel Cell Powertrain Engineer | 1 |
| Hydrogen and Fuel Cell Powertrain Engineer Winchester, virginia | 1 |
| Hydrogen Powertrain Engineer - Fuel Cell Systems | 1 |
| Powertrain Dyno & Emissions Calibration Engineer | 1 |
| Powertrain Engineer - Transmission | 1 |
| Powertrain Engineer, Calibration | 1 |
| Powertrain Engineer, Internal Combustion Engines | 1 |
| Principal Automotive Powertrain Controls Engineer | 1 |
| Senior Engineer (m/f/d) Powertrain Design - High Performance Motorsport | 1 |
| Senior Engineer; m​/f​/d Powertrain Design - Motorsport | 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.