Takeover Tracker

vs

50 shared · 22 different

core competencies

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticGrinding and Polishing Workers, Hand
Risk Score34.8%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile66th75th
Tasks at Risk (>50%)5 / 146 / 15
Median Salary$61,870$41,690
Employment6K12K

Skill Comparison

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Sorted by largest difference

Design
MathematicsAI-Vulnerable
Coordinating the Work and Activities of Others
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Engineering and Technology
Thinking Creatively
Developing and Building Teams
Mathematical Reasoning
Visualization
Computers and Electronics
Interpreting the Meaning of Information for Others
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Grinding and Polishing Workers, Hand

25%

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.

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 -$20,180(-33%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticGrinding and Polishing Workers, Hand
10th
$40,430$32,120
25th
$51,810$36,660
Median
$61,870$41,690
75th
$76,980$48,410
90th
$93,230$57,250

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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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