Skilled Trades & Manufacturing

automobile

Name: Automobile skill & career-path data
Creator: Futureful

Learned from 297 real résumés for this role.

Across 297 real U.S. résumés for a automobile, the most distinctive skills are Repairing, Repairs and Diagnosed — each far more common in this role than across all résumés. This is the real skill fingerprint, learned from résumés, not a job description.

Repairing: 9% have it · 98.3× vs average
Repairs: 17% have it · 70.8× vs average
Diagnosed: 5% have it · 93.6× vs average

Based on Futureful's analysis of 102,822 U.S. résumés (2026).

What this means

People in the automobile role lean heavily on hands-on technical work. The most common skill across résumés is repair, appearing in about a quarter of them, with related terms like repairs and repairing also showing up. Diagnostic ability is another clear theme, with diagnostics, diagnosing, diagnose, and diagnosed each represented in a smaller share. Nearly one in five résumés highlights electrical work, rounding out a picture of workers who both identify problems and fix them. The career-path evidence for this role is still thin. We do not have enough dated history to show reliably where people move next or which roles they arrive from, so we will not guess.

AI summary · grounded only in the real data above · never invents a number

Skill fingerprint

ranked by distinctiveness

The skills that most define this role, more common here than across all résumés. The bar shows how distinctive; the % is how many people in the role have it.

repairing

98.3×

9% · N=27

repairs

70.8×

17% · N=51

diagnosed

93.6×

5% · N=16

diagnosing

88.4×

6% · N=17

diagnostics

66.5×

9% · N=27

diagnose

57.4×

6% · N=17

repair

37.2×

26% · N=78

electrical

38.5×

18% · N=52

diagnosis

51.0×

5% · N=14

replacement

53.8×

4% · N=11

inspections

34.4×

5% · N=15

computer diagnostics

48.2×

2% · N=5

service manager

50.4×

1% · N=4

hybrid

42.0×

2% · N=5

technician

18.0×

21% · N=63

Where people go next

Real onward moves from dated work history.

Not enough dated career history yet to show real next moves for this role.

We show honest gaps instead of guessing.

Where people come from

The roles that feed into this one.

Not enough dated career history yet to show feeder roles.

We show honest gaps instead of guessing.

Common questions

Straight answers, every one backed by the real counts on this page.

What skills does a Automobile need?

In 297 real résumés for this role, the most defining skills are Repairing (9% have it), Repairs (17% have it), Diagnosed (5% have it), Diagnosing (6% have it), Diagnostics (9% have it). These are the skills that separate this role from the rest of the workforce.

What do people in Automobile roles move on to next?

Not enough dated career history exists yet for this role to show real next moves, so we say so rather than invent a path.

What roles lead into Automobile?

Not enough dated career history exists yet to show which roles feed into this one, so we show an honest empty state.

Does this page show Automobile salary?

No. Résumés do not carry pay, so Futureful holds no compensation data for this role and never invents a dollar figure. Every statistic here is a skill or career-move count backed by real résumés.

Where does this data come from?

The Futureful Career Atlas is built from 102,822 real US résumés, aggregated with no personal data. 297 of them are Automobile résumés. Every number on this page is a count of real people, and thin pages are kept out of search. Full method: futureful.app/careers/methodology.

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