Takeover Tracker

vs

29 shared · 6 different

core competencies

Side-by-Side Comparison

MetricCutters and Trimmers, HandHelpers--Production Workers
Risk Score40.5%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile82th79th
Tasks at Risk (>50%)7 / 1511 / 15
Median Salary$38,800$38,220
Employment7K167K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Trunk Strength
Performing General Physical Activities
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Cutters and Trimmers, Hand

22%

total discount

Helpers--Production Workers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cutters and Trimmers, Hand

7 of 15 at risk
88%Read work orders to determine dimensions, cutting locations, and quantities to cut.
84%Mark identification numbers, trademarks, grades, marketing data, sizes, or model numbers on products.
61%Mark or discard items with defects such as spots, stains, scars, snags, chips, scratches, or unacceptable shapes or finishes.
59%Separate materials or products according to size, weight, type, condition, color, or shade.
57%Stack cut items and load them on racks or conveyors or onto trucks.

Helpers--Production Workers

11 of 15 at risk
86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.

Wage Comparison

Helpers--Production Workers earns -$580(-1%) vs Cutters and Trimmers, Hand
Cutters and Trimmers, HandHelpers--Production Workers
10th
$29,910$30,060
25th
$33,860$34,390
Median
$38,800$38,220
75th
$48,790$44,980
90th
$57,820$52,120

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Cutters and Trimmers, Hand: Not yetHelpers--Production Workers: Not yet