medium risk
Wind Energy Operations Managersvs
69 shared · 18 different
core competencies
Side-by-Side Comparison
First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators leads 3–1| Metric | Wind Energy Operations Managers | First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators |
|---|---|---|
| Risk Score | 32.5% | 30.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 53th | 41th |
| Tasks at Risk (>50%) | 6 / 15 | 7 / 15 |
| Median Salary | $136,550 | N/A |
| Employment | 631K | N/A |
Skill Comparison
|
Sorted by largest difference
Transportation
Mechanical
Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Analyzing Data or Information
Public Safety and Security
Performing General Physical Activities
Economics and Accounting
Time Management
Controlling Machines and Processes
MathematicsAI-Vulnerable
Developing Objectives and Strategies
Protective Factors
Higher values indicate stronger protection against AI displacement
Wind Energy Operations Managers
33%
total discount
First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators
34%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Wind Energy Operations Managers
6 of 15 at risk87%Maintain operations records, such as work orders, site inspection forms, or other documentation.
86%Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.
86%Monitor and maintain records of daily facility operations.
85%Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations.
53%Estimate costs associated with operations, including repairs or preventive maintenance.
First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators
7 of 15 at risk86%Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations.
86%Maintain or verify records of time, materials, expenditures, or crew activities.
86%Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.
57%Examine, measure, or weigh cargo or materials to determine specific handling requirements.
53%Plan work assignments and equipment allocations to meet transportation, operations or production goals.
Wage Comparison
Wind Energy Operations ManagersFirst-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators
10th
$68,860N/A
25th
$100,010N/A
Median
$136,550N/A
75th
$179,190N/A
90th
$227,590N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Wind Energy Operations Managers2028–2035
First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators2028–2035
20242030203520402045
First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators has a longer runway before significant displacement, projected 0 years later than Wind Energy Operations Managers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Wind
0
Unique to First-Line
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Wind Energy Operations ManagersFirst-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators