Takeover Tracker
23%low risk
Automotive Glass Installers and Repairers
vs

37 shared · 10 different

core competencies

16%low risk
Automotive Body and Related Repairers

Side-by-Side Comparison

MetricAutomotive Glass Installers and RepairersAutomotive Body and Related Repairers
Risk Score22.6%15.8%
Risk TierLow RiskLow Risk
Risk Percentile13th2th
Tasks at Risk (>50%)3 / 152 / 15
Median Salary$47,260$51,680
Employment19K155K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Customer and Personal Service
Performing General Physical Activities
Performing for or Working Directly with the Public
Repairing
Visual Color Discrimination
Installation
Production and Processing
Monitor Processes, Materials, or Surroundings
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Glass Installers and Repairers

24%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Glass Installers and Repairers

3 of 15 at risk
86%Allow all glass parts installed with urethane ample time to cure, taking temperature and humidity into account.
84%Select appropriate tools, safety equipment, and parts, according to job requirements.
74%Obtain windshields or windows for specific automobile makes and models from stock and examine them for defects prior to installation.
39%Prime all scratches on pinchwelds with primer and allow to dry.
39%Remove all dirt, foreign matter, and loose glass from damaged areas, apply primer along windshield or window edges, and allow primer to dry.

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 +$4,420(+9%) vs Automotive Glass Installers and Repairers
Automotive Glass Installers and RepairersAutomotive Body and Related Repairers
10th
$35,080$36,390
25th
$39,990$45,000
Median
$47,260$51,680
75th
$58,160$64,780
90th
$67,480$87,040

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Glass Installers and Repairers2028–2035
Automotive Body and Related Repairers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Automotive Glass Installers and Repairers

$36,575

from $47,260

Automotive Body and Related Repairers

$43,520

from $51,680

After adjusting for AI risk, Automotive Body and Related Repairers offers $6,945 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Automotive

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Automotive Glass Installers and RepairersAutomotive Body and Related Repairers
Find transitions from Automotive Glass Installers and RepairersFind transitions from Automotive Body and Related Repairers