Takeover Tracker

vs

54 shared · 20 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticMachinists
Risk Score34.8%36.8%
Risk TierMedium RiskMedium Risk
Risk Percentile66th71th
Tasks at Risk (>50%)5 / 149 / 15
Median Salary$61,870$56,150
Employment6K299K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Coordinating the Work and Activities of Others
Developing and Building Teams
Coaching and Developing Others
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Assisting and Caring for Others
Guiding, Directing, and Motivating Subordinates
Inspecting Equipment, Structures, or Material
Performing General Physical Activities
Reaction Time
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Layout Workers, Metal and Plastic

5 of 14 at risk
86%Add dimensional details to blueprints or drawings made by other workers.
84%Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.
84%Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
63%Inspect machined parts to verify conformance to specifications.
53%Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

Wage Comparison

Machinists earns -$5,720(-9%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticMachinists
10th
$40,430$38,100
25th
$51,810$46,250
Median
$61,870$56,150
75th
$76,980$64,910
90th
$93,230$78,760

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Head-to-head task automation timeline
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Layout Workers, Metal and Plastic: Not yetMachinists: Not yet