Upholsterers vs Automotive Body and Related Repairers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Upholsterers

45 shared · 16 different

core competencies

low risk

Automotive Body and Related Repairers

Side-by-Side Comparison

Automotive Body and Related Repairers leads 5–0

Metric	Upholsterers	Automotive Body and Related Repairers
Risk Score	20.0%	15.8%
Risk Tier	Low Risk	Low Risk
Risk Percentile	7th	2th
Tasks at Risk (>50%)	3 / 15	2 / 15
Median Salary	$46,190	$51,680
Employment	21K	155K

Skill Comparison

Sorted by largest difference

Thinking Creatively

Mechanical

Arm-Hand Steadiness

Selling or Influencing Others

Organizing, Planning, and Prioritizing Work

Handling and Moving Objects

Repairing

English Language

Coordinating the Work and Activities of Others

Finger Dexterity

Estimating the Quantifiable Characteristics of Products, Events, or Information

Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Upholsterers

28%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Upholsterers

3 of 15 at risk

88%Maintain records of time required to perform each job.

86%Read work orders, and apply knowledge and experience with materials to determine types and amounts of materials required to cover workpieces.

55%Design upholstery cover patterns and cutting plans, based on sketches, customer descriptions, or blueprints.

47%Draw cutting lines on material following patterns, templates, sketches, or blueprints, using chalk, pencils, paint, or other methods.

41%Operate sewing machines or sew upholstery by hand to seam cushions and join various sections of covering material.

Automotive Body and Related Repairers

2 of 15 at risk

78%Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.

59%Review damage reports, prepare or review repair cost estimates, and plan work to be performed.

47%Mix polyester resins and hardeners to be used in restoring damaged areas.

35%Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test drive vehicles to ensure proper alignment and handling.

31%Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.

Wage Comparison

Automotive Body and Related Repairers earns +$5,490(+12%) vs Upholsterers

UpholsterersAutomotive Body and Related Repairers

10th

$32,190$36,390

25th

$37,200$45,000

Median

$46,190$51,680

75th

$51,740$64,780

90th

$63,600$87,040

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Upholsterers2028–2035

Automotive Body and Related Repairers2028–2035

20242030203520402045

Automotive Body and Related Repairers has a longer runway before significant displacement, projected 0 years later than Upholsterers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Upholsterers

$36,943

from $46,190

Automotive Body and Related Repairers

$43,520

from $51,680

After adjusting for AI risk, Automotive Body and Related Repairers offers $6,577 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Upholsterers

Unique to Automotive

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation

Creativity

Decision Complexity

Social Intelligence

UpholsterersAutomotive Body and Related Repairers

Find transitions from Upholsterers Find transitions from Automotive Body and Related Repairers