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

64 shared · 13 different

core competencies

21%low risk
Welders, Cutters, and Welder Fitters

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticWelders, Cutters, and Welder Fitters
Risk Score34.8%21.4%
Risk TierMedium RiskLow Risk
Risk Percentile66th10th
Tasks at Risk (>50%)5 / 145 / 15
Median Salary$61,870$51,000
Employment6K424K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Inspecting Equipment, Structures, or Material
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Getting Information
Computers and Electronics
Evaluating Information to Determine Compliance with Standards
Building and Construction
Controlling Machines and Processes
Interpreting the Meaning of Information for Others
Control Precision
Mathematical Reasoning
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Welders, Cutters, and Welder Fitters

27%

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.

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

Wage Comparison

Welders, Cutters, and Welder Fitters earns -$10,870(-18%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticWelders, Cutters, and Welder Fitters
10th
$40,430$38,130
25th
$51,810$45,580
Median
$61,870$51,000
75th
$76,980$61,610
90th
$93,230$75,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Layout Workers, Metal and Plastic2028–2035
Welders, Cutters, and Welder Fitters2028–2035
20242030203520402045

Welders, Cutters, and Welder Fitters 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

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

After adjusting for AI risk, Layout Workers, Metal and Plastic offers $268 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Welders,

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Regulatory Barriers
Creativity
Layout Workers, Metal and PlasticWelders, Cutters, and Welder Fitters
Find transitions from Layout Workers, Metal and PlasticFind transitions from Welders, Cutters, and Welder Fitters