Takeover Tracker
15%low risk
Millwrights
vs

86 shared · 25 different

core competencies

17%low risk
Heating and Air Conditioning Mechanics and Installers

Side-by-Side Comparison

MetricMillwrightsHeating and Air Conditioning Mechanics and Installers
Risk Score14.6%17.0%
Risk TierLow RiskLow Risk
Risk Percentile1th2th
Tasks at Risk (>50%)0 / 154 / 15
Median Salary$65,170$59,810
Employment41K397K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
MathematicsAI-Vulnerable
Customer and Personal Service
Developing and Building Teams
Coaching and Developing Others
Control Precision
Education and Training
Repairing and Maintaining Mechanical Equipment
Handling and Moving Objects
Manual DexterityAI-Resistant
Mechanical
Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Millwrights

33%

total discount

Heating and Air Conditioning Mechanics and Installers

32%

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.

Heating and Air Conditioning Mechanics and Installers

4 of 15 at risk
88%Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.
82%Adjust system controls to settings recommended by manufacturer to balance system.
70%Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.
50%Study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.
45%Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.

Wage Comparison

Heating and Air Conditioning Mechanics and Installers earns -$5,360(-8%) vs Millwrights
MillwrightsHeating and Air Conditioning Mechanics and Installers
10th
$45,100$39,130
25th
$55,420$47,850
Median
$65,170$59,810
75th
$80,580$74,820
90th
$93,740$91,020

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Millwrights2028–2035
Heating and Air Conditioning Mechanics and Installers2028–2035
20242030203520402045

Millwrights has a longer runway before significant displacement, projected 0 years later than Heating and Air Conditioning Mechanics and Installers.

Risk-Adjusted Salary

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

Millwrights

$55,649

from $65,170

Heating and Air Conditioning Mechanics and Installers

$49,624

from $59,810

After adjusting for AI risk, Millwrights offers $6,024 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Millwrights

0

Unique to Heating

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
MillwrightsHeating and Air Conditioning Mechanics and Installers
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