Takeover Tracker
16%low risk
Automotive Body and Related Repairers
vs

46 shared · 13 different

core competencies

20%low risk
Furniture Finishers

Side-by-Side Comparison

MetricAutomotive Body and Related RepairersFurniture Finishers
Risk Score15.8%19.9%
Risk TierLow RiskLow Risk
Risk Percentile2th7th
Tasks at Risk (>50%)2 / 153 / 15
Median Salary$51,680$42,530
Employment155K14K

Skill Comparison

|

Sorted by largest difference

Making Decisions and Solving Problems
Inspecting Equipment, Structures, or Material
Identifying Objects, Actions, and Events
Mechanical
Getting Information
Judging the Qualities of Things, Services, or People
Repairing
Establishing and Maintaining Interpersonal Relationships
Communicating with Supervisors, Peers, or Subordinates
Organizing, Planning, and Prioritizing Work
Thinking Creatively
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Body and Related Repairers

26%

total discount

Furniture Finishers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Furniture Finishers

3 of 15 at risk
84%Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
84%Follow blueprints to produce specific designs.
65%Paint metal surfaces electrostatically, or by using a spray gun or other painting equipment.
49%Mix finish ingredients to obtain desired colors or shades.
47%Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.

Wage Comparison

Furniture Finishers earns -$9,150(-18%) vs Automotive Body and Related Repairers
Automotive Body and Related RepairersFurniture Finishers
10th
$36,390$31,200
25th
$45,000$36,770
Median
$51,680$42,530
75th
$64,780$49,020
90th
$87,040$59,820

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Body and Related Repairers2028–2035
Furniture Finishers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Automotive Body and Related Repairers

$43,520

from $51,680

Furniture Finishers

$34,067

from $42,530

After adjusting for AI risk, Automotive Body and Related Repairers offers $9,453 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Furniture

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Automotive Body and Related RepairersFurniture Finishers
Find transitions from Automotive Body and Related RepairersFind transitions from Furniture Finishers