Takeover Tracker

vs

51 shared · 8 different

core competencies

Side-by-Side Comparison

MetricHelpers--Installation, Maintenance, and Repair WorkersAutomotive Body and Related Repairers
Risk Score26.2%15.8%
Risk TierMedium RiskLow Risk
Risk Percentile22th2th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$38,860$51,680
Employment98K155K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Supervisors, Peers, or Subordinates
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Handling and Moving Objects
Coaching and Developing Others
Equipment MaintenanceAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Installation, Maintenance, and Repair Workers

25%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Installation, Maintenance, and Repair Workers

4 of 15 at risk
86%Order new parts to maintain inventory.
63%Tend and observe equipment and machinery to verify efficient and safe operation.
53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.
51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.
49%Diagnose electrical problems and install and rewire electrical components.

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 +$12,820(+33%) vs Helpers--Installation, Maintenance, and Repair Workers
Helpers--Installation, Maintenance, and Repair WorkersAutomotive Body and Related Repairers
10th
$28,770$36,390
25th
$33,760$45,000
Median
$38,860$51,680
75th
$46,600$64,780
90th
$54,650$87,040

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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Helpers--Installation, Maintenance, and Repair Workers: Not yetAutomotive Body and Related Repairers: Not yet