Takeover Tracker

vs

61 shared · 35 different

core competencies

Side-by-Side Comparison

MetricHydroelectric Production ManagersSolar Energy Systems Engineers
Risk Score31.1%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile45th62th
Tasks at Risk (>50%)5 / 155 / 13
Median Salary$121,440$117,750
Employment234K151K

Skill Comparison

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Sorted by largest difference

Public Safety and Security
Mechanical
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Resolving Conflicts and Negotiating with Others
Coordinating the Work and Activities of Others
Guiding, Directing, and Motivating Subordinates
Management of Personnel Resources
Staffing Organizational Units
Documenting/Recording Information
Controlling Machines and Processes
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Hydroelectric Production Managers

33%

total discount

Solar Energy Systems Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Solar Energy Systems Engineers

5 of 13 at risk
86%Create checklists for review or inspection of completed solar installation projects.
84%Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
51%Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
51%Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.
51%Develop standard operation procedures and quality or safety standards for solar installation work.

Wage Comparison

Solar Energy Systems Engineers earns -$3,690(-3%) vs Hydroelectric Production Managers
Hydroelectric Production ManagersSolar Energy Systems Engineers
10th
$74,900$62,840
25th
$94,620$85,750
Median
$121,440$117,750
75th
$156,330$152,670
90th
$197,310$183,510

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Head-to-head task automation timeline
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Combined protective factor strategy
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