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

47 shared · 6 different

core competencies

37%medium risk
Molding and Casting Workers

Side-by-Side Comparison

MetricAutomotive Body and Related RepairersMolding and Casting Workers
Risk Score15.8%37.0%
Risk TierLow RiskMedium Risk
Risk Percentile2th72th
Tasks at Risk (>50%)2 / 158 / 15
Median Salary$51,680$45,690
Employment155K35K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Controlling Machines and Processes
Communicating with Supervisors, Peers, or Subordinates
Mechanical
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Body and Related Repairers

26%

total discount

Molding and Casting Workers

25%

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.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$5,990(-12%) vs Automotive Body and Related Repairers
Automotive Body and Related RepairersMolding and Casting Workers
10th
$36,390$34,950
25th
$45,000$38,500
Median
$51,680$45,690
75th
$64,780$51,340
90th
$87,040$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Body and Related Repairers2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Automotive Body and Related Repairers

$43,520

from $51,680

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Automotive Body and Related Repairers offers $14,712 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Molding

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Automotive Body and Related RepairersMolding and Casting Workers
Find transitions from Automotive Body and Related RepairersFind transitions from Molding and Casting Workers