Takeover Tracker
35%medium risk
Layout Workers, Metal and Plastic
vs

67 shared · 13 different

core competencies

27%medium risk
Stone Cutters and Carvers, Manufacturing

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticStone Cutters and Carvers, Manufacturing
Risk Score34.8%27.1%
Risk TierMedium RiskMedium Risk
Risk Percentile66th26th
Tasks at Risk (>50%)5 / 147 / 15
Median Salary$61,870$45,690
Employment6K35K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Building and Construction
Design
MathematicsAI-Vulnerable
Interacting With Computers
Mathematical Reasoning
Number Facility
Monitor Processes, Materials, or Surroundings
Control Precision
Operating Vehicles, Mechanized Devices, or Equipment
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Stone Cutters and Carvers, Manufacturing

30%

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.

Stone Cutters and Carvers, Manufacturing

7 of 15 at risk
84%Select chisels, pneumatic or surfacing tools, or sandblasting nozzles and determine sequence of use.
76%Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments.
63%Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns.
59%Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes.
59%Dress stone surfaces, using bushhammers.

Wage Comparison

Stone Cutters and Carvers, Manufacturing earns -$16,180(-26%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticStone Cutters and Carvers, Manufacturing
10th
$40,430$34,950
25th
$51,810$38,500
Median
$61,870$45,690
75th
$76,980$51,340
90th
$93,230$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Layout Workers, Metal and Plastic2028–2035
Stone Cutters and Carvers, Manufacturing2028–2035
20242030203520402045

Stone Cutters and Carvers, Manufacturing has a longer runway before significant displacement, projected 0 years later than Layout Workers, Metal and Plastic.

Risk-Adjusted Salary

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

Layout Workers, Metal and Plastic

$40,364

from $61,870

Stone Cutters and Carvers, Manufacturing

$33,299

from $45,690

After adjusting for AI risk, Layout Workers, Metal and Plastic offers $7,065 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Stone

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Layout Workers, Metal and PlasticStone Cutters and Carvers, Manufacturing
Find transitions from Layout Workers, Metal and PlasticFind transitions from Stone Cutters and Carvers, Manufacturing