Takeover Tracker
15%low risk
Millwrights
vs

72 shared · 31 different

core competencies

30%medium risk
Rail-Track Laying and Maintenance Equipment Operators

Side-by-Side Comparison

MetricMillwrightsRail-Track Laying and Maintenance Equipment Operators
Risk Score14.6%29.8%
Risk TierLow RiskMedium Risk
Risk Percentile1th38th
Tasks at Risk (>50%)0 / 154 / 15
Median Salary$65,170$67,370
Employment41K16K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
MathematicsAI-Vulnerable
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Inspecting Equipment, Structures, or Material
Training and Teaching Others
Coaching and Developing Others
Developing and Building Teams
Finger Dexterity
Guiding, Directing, and Motivating Subordinates
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Millwrights

33%

total discount

Rail-Track Laying and Maintenance Equipment Operators

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.

Rail-Track Laying and Maintenance Equipment Operators

4 of 15 at risk
84%Observe leveling indicator arms to verify levelness and alignment of tracks.
57%Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.
55%Engage mechanisms that lay tracks or rails to specified gauges.
53%Clean, grade, or level ballast on railroad tracks.
49%Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

Wage Comparison

Rail-Track Laying and Maintenance Equipment Operators earns +$2,200(+3%) vs Millwrights
MillwrightsRail-Track Laying and Maintenance Equipment Operators
10th
$45,100$45,720
25th
$55,420$51,630
Median
$65,170$67,370
75th
$80,580$79,330
90th
$93,740$84,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Millwrights2028–2035
Rail-Track Laying and Maintenance Equipment Operators2028–2035
20242030203520402045

Millwrights has a longer runway before significant displacement, projected 0 years later than Rail-Track Laying and Maintenance Equipment Operators.

Risk-Adjusted Salary

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

Millwrights

$55,649

from $65,170

Rail-Track Laying and Maintenance Equipment Operators

$47,267

from $67,370

After adjusting for AI risk, Millwrights offers $8,382 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Millwrights

0

Unique to Rail-Track

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Regulatory Barriers
MillwrightsRail-Track Laying and Maintenance Equipment Operators
Find transitions from MillwrightsFind transitions from Rail-Track Laying and Maintenance Equipment Operators