Takeover Tracker
31%medium risk
Construction Managers
vs

84 shared · 13 different

core competencies

32%medium risk
Wind Energy Operations Managers

Side-by-Side Comparison

MetricConstruction ManagersWind Energy Operations Managers
Risk Score31.3%32.5%
Risk TierMedium RiskMedium Risk
Risk Percentile46th53th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$106,980$136,550
Employment348K631K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Design
Resolving Conflicts and Negotiating with Others
Interpreting the Meaning of Information for Others
Visualization
Performing General Physical Activities
Developing and Building Teams
Operating Vehicles, Mechanized Devices, or Equipment
Scheduling Work and Activities
Engineering and Technology
Time Management
Production and Processing

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Managers

32%

total discount

Wind Energy Operations Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Managers

5 of 15 at risk
86%Requisition supplies or materials to complete construction projects.
84%Determine labor requirements for dispatching workers to construction sites.
74%Prepare and submit budget estimates, progress reports, or cost tracking reports.
52%Plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems.
51%Plan, schedule, or coordinate construction project activities to meet deadlines.

Wind Energy Operations Managers

6 of 15 at risk
87%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.

Wage Comparison

Wind Energy Operations Managers earns +$29,570(+28%) vs Construction Managers
Construction ManagersWind Energy Operations Managers
10th
$65,160$68,860
25th
$83,480$100,010
Median
$106,980$136,550
75th
$139,330$179,190
90th
$176,990$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Managers2028–2035
Wind Energy Operations Managers2028–2035
20242030203520402045

Construction Managers has a longer runway before significant displacement, projected 0 years later than Wind Energy Operations Managers.

Risk-Adjusted Salary

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

Construction Managers

$73,549

from $106,980

Wind Energy Operations Managers

$92,240

from $136,550

After adjusting for AI risk, Wind Energy Operations Managers offers $18,691 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Construction ManagersWind Energy Operations Managers
Find transitions from Construction ManagersFind transitions from Wind Energy Operations Managers