Takeover Tracker
vs

54 shared · 23 different

core competencies

Side-by-Side Comparison

MetricElectric Motor, Power Tool, and Related RepairersGrinding and Polishing Workers, Hand
Risk Score19.9%37.8%
Risk TierLow RiskMedium Risk
Risk Percentile7th75th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$53,990$41,690
Employment17K12K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Mechanical
Repairing
Coordinating the Work and Activities of Others
Identifying Objects, Actions, and Events
Troubleshooting
Operating Vehicles, Mechanized Devices, or Equipment
Organizing, Planning, and Prioritizing Work
Equipment MaintenanceAI-Resistant
Speed of Closure
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Electric Motor, Power Tool, and Related Repairers

30%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Electric Motor, Power Tool, and Related Repairers

3 of 15 at risk
86%Record repairs required, parts used, and labor time.
84%Set machinery for proper performance, using computers.
71%Read service guides to find information needed to perform repairs.
49%Test equipment for overheating, using speed gauges and thermometers.
49%Measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$12,300(-23%) vs Electric Motor, Power Tool, and Related Repairers
Electric Motor, Power Tool, and Related RepairersGrinding and Polishing Workers, Hand
10th
$36,310$32,120
25th
$44,480$36,660
Median
$53,990$41,690
75th
$66,180$48,410
90th
$79,230$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Electric Motor, Power Tool, and Related Repairers20282035
Grinding and Polishing Workers, Hand20282035
20242030203520402045

Electric Motor, Power Tool, and Related Repairers has a longer runway before significant displacement, projected 0 years later than Grinding and Polishing Workers, Hand.

Risk-Adjusted Salary

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

Electric Motor, Power Tool, and Related Repairers

$43,241

from $53,990

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Electric Motor, Power Tool, and Related Repairers offers $17,326 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Electric

0

Unique to Grinding

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Regulatory Barriers
Electric Motor, Power Tool, and Related RepairersGrinding and Polishing Workers, Hand