Takeover Tracker
15%low risk
Millwrights
vs

64 shared · 39 different

core competencies

Side-by-Side Comparison

MetricMillwrightsConstruction Carpenters
Risk Score14.6%20.8%
Risk TierLow RiskLow Risk
Risk Percentile1th8th
Tasks at Risk (>50%)0 / 157 / 15
Median Salary$65,170$59,310
Employment41K698K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
Coaching and Developing Others
Inspecting Equipment, Structures, or Material
Training and Teaching Others
Equipment MaintenanceAI-Resistant
Documenting/Recording Information
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Building and Construction
Updating and Using Relevant Knowledge
Making Decisions and Solving Problems
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Millwrights

33%

total discount

Construction Carpenters

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.

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

Wage Comparison

Construction Carpenters earns -$5,860(-9%) vs Millwrights
MillwrightsConstruction Carpenters
10th
$45,100$38,760
25th
$55,420$47,550
Median
$65,170$59,310
75th
$80,580$75,620
90th
$93,740$98,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Millwrights20282035
Construction Carpenters20282035
20242030203520402045

Millwrights has a longer runway before significant displacement, projected 0 years later than Construction Carpenters.

Risk-Adjusted Salary

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

Millwrights

$55,649

from $65,170

Construction Carpenters

$46,956

from $59,310

After adjusting for AI risk, Millwrights offers $8,693 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Millwrights

0

Unique to Construction

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
MillwrightsConstruction Carpenters