Takeover Tracker
15%low risk
Millwrights
vs

66 shared · 37 different

core competencies

25%medium risk
Solar Photovoltaic Installers

Side-by-Side Comparison

MetricMillwrightsSolar Photovoltaic Installers
Risk Score14.6%25.2%
Risk TierLow RiskMedium Risk
Risk Percentile1th20th
Tasks at Risk (>50%)0 / 156 / 15
Median Salary$65,170$51,860
Employment41K28K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
MathematicsAI-Vulnerable
Controlling Machines and Processes
Manual DexterityAI-Resistant
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Guiding, Directing, and Motivating Subordinates
Scheduling Work and Activities
Operation Monitoring
Control Precision
Equipment MaintenanceAI-Resistant
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Millwrights

33%

total discount

Solar Photovoltaic Installers

29%

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.

Solar Photovoltaic Installers

6 of 15 at risk
86%Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.
86%Visually inspect and test photovoltaic (PV) modules or systems.
84%Program, adjust, or configure inverters and controls for desired set points and operating modes.
74%Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.
55%Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.

Wage Comparison

Solar Photovoltaic Installers earns -$13,310(-20%) vs Millwrights
MillwrightsSolar Photovoltaic Installers
10th
$45,100$39,070
25th
$55,420$46,040
Median
$65,170$51,860
75th
$80,580$63,020
90th
$93,740$80,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Millwrights2028–2035
Solar Photovoltaic Installers2028–2035
20242030203520402045

Millwrights has a longer runway before significant displacement, projected 0 years later than Solar Photovoltaic Installers.

Risk-Adjusted Salary

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

Millwrights

$55,649

from $65,170

Solar Photovoltaic Installers

$38,791

from $51,860

After adjusting for AI risk, Millwrights offers $16,857 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Millwrights

0

Unique to Solar

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
MillwrightsSolar Photovoltaic Installers
Find transitions from MillwrightsFind transitions from Solar Photovoltaic Installers