Takeover Tracker
32%medium risk
Wind Energy Operations Managers
vs

90 shared · 12 different

core competencies

31%medium risk
Hydroelectric Production Managers

Side-by-Side Comparison

MetricWind Energy Operations ManagersHydroelectric Production Managers
Risk Score32.5%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile53th45th
Tasks at Risk (>50%)6 / 155 / 15
Median Salary$136,550$121,440
Employment631K234K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Performing General Physical Activities
Perceptual Speed
Operation and Control
Education and Training
Operation Monitoring
Visual Color Discrimination
Law and Government
Psychology
Physics
Mechanical
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Wind Energy Operations Managers

33%

total discount

Hydroelectric Production Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Hydroelectric Production Managers

5 of 15 at risk
86%Maintain records of hydroelectric facility operations, maintenance, or repairs.
86%Check hydroelectric operations for compliance with prescribed operating limits, such as loads, voltages, temperatures, lines, or equipment.
78%Monitor or inspect hydroelectric equipment, such as hydro-turbines, generators, or control systems.
78%Inspect hydroelectric facilities, including switchyards, control houses, or relay houses, for normal operation or adherence to safety standards.
51%Plan or coordinate hydroelectric production operations to meet customer requirements.

Wage Comparison

Hydroelectric Production Managers earns -$15,110(-11%) vs Wind Energy Operations Managers
Wind Energy Operations ManagersHydroelectric Production Managers
10th
$68,860$74,900
25th
$100,010$94,620
Median
$136,550$121,440
75th
$179,190$156,330
90th
$227,590$197,310

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Wind Energy Operations Managers2028–2035
Hydroelectric Production Managers2028–2035
20242030203520402045

Hydroelectric Production 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%)

Wind Energy Operations Managers

$92,240

from $136,550

Hydroelectric Production Managers

$83,672

from $121,440

After adjusting for AI risk, Wind Energy Operations Managers offers $8,567 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Wind

0

Unique to Hydroelectric

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Decision Complexity
Social Intelligence
Wind Energy Operations ManagersHydroelectric Production Managers
Find transitions from Wind Energy Operations ManagersFind transitions from Hydroelectric Production Managers