Takeover Tracker
15%low risk
Millwrights
vs

78 shared · 27 different

core competencies

23%low risk
Rough Carpenters

Side-by-Side Comparison

MetricMillwrightsRough Carpenters
Risk Score14.6%23.4%
Risk TierLow RiskLow Risk
Risk Percentile1th15th
Tasks at Risk (>50%)0 / 154 / 15
Median Salary$65,170$59,310
Employment41K698K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
Equipment MaintenanceAI-Resistant
Documenting/Recording Information
Repairing
Inspecting Equipment, Structures, or Material
Troubleshooting
Updating and Using Relevant Knowledge
Physics
Operation Monitoring
MathematicsAI-Vulnerable
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Millwrights

33%

total discount

Rough Carpenters

31%

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.

Rough Carpenters

4 of 15 at risk
86%Maintain job records and schedule work crew.
84%Study blueprints and diagrams to determine dimensions of structure or form to be constructed.
62%Measure materials or distances, using square, measuring tape, or rule to lay out work.
51%Fabricate parts, using woodworking and metalworking machines.
43%Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine.

Wage Comparison

Rough Carpenters earns -$5,860(-9%) vs Millwrights
MillwrightsRough 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
Rough Carpenters20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Millwrights

$55,649

from $65,170

Rough Carpenters

$45,414

from $59,310

After adjusting for AI risk, Millwrights offers $10,235 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Millwrights

0

Unique to Rough

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Regulatory Barriers
MillwrightsRough Carpenters