Takeover Tracker
15%low risk
Millwrights
vs

62 shared · 36 different

core competencies

35%medium risk
Layout Workers, Metal and Plastic

Side-by-Side Comparison

MetricMillwrightsLayout Workers, Metal and Plastic
Risk Score14.6%34.8%
Risk TierLow RiskMedium Risk
Risk Percentile1th66th
Tasks at Risk (>50%)0 / 155 / 14
Median Salary$65,170$61,870
Employment41K6K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
Troubleshooting
Control Precision
Operation Monitoring
Inspecting Equipment, Structures, or Material
Coordinating the Work and Activities of Others
Documenting/Recording Information
Multilimb Coordination
Public Safety and Security
Physics
Manual DexterityAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Millwrights

33%

total discount

Layout Workers, Metal and Plastic

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Millwrights

0 of 15 at risk
43%Attach moving parts and subassemblies to basic assembly unit, using hand tools and power tools.
41%Conduct preventative maintenance and repair, and lubricate machines and equipment.
35%Position steel beams to support bedplates of machines and equipment, using blueprints and schematic drawings, to determine work procedures.
19%Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.
11%Insert shims, adjust tension on nuts and bolts, or position parts, using hand tools and measuring instruments, to set specified clearances between moving and stationary parts.

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.

Wage Comparison

Layout Workers, Metal and Plastic earns -$3,300(-5%) vs Millwrights
MillwrightsLayout Workers, Metal and Plastic
10th
$45,100$40,430
25th
$55,420$51,810
Median
$65,170$61,870
75th
$80,580$76,980
90th
$93,740$93,230

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Millwrights2028–2035
Layout Workers, Metal and Plastic2028–2035
20242030203520402045

Millwrights 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%)

Millwrights

$55,649

from $65,170

Layout Workers, Metal and Plastic

$40,364

from $61,870

After adjusting for AI risk, Millwrights offers $15,285 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Millwrights

0

Unique to Layout

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
MillwrightsLayout Workers, Metal and Plastic
Find transitions from MillwrightsFind transitions from Layout Workers, Metal and Plastic