First-Line Supervisors of Mechanics, Installers, and Repairers vs Wind Energy Operations Managers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

First-Line Supervisors of Mechanics, Installers, and Repairers

95 shared · 10 different

core competencies

medium risk

Wind Energy Operations Managers

Side-by-Side Comparison

First-Line Supervisors of Mechanics, Installers, and Repairers leads 3–1

Metric	First-Line Supervisors of Mechanics, Installers, and Repairers	Wind Energy Operations Managers
Risk Score	29.0%	32.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	33th	53th
Tasks at Risk (>50%)	6 / 15	6 / 15
Median Salary	$78,300	$136,550
Employment	601K	631K

Skill Comparison

Sorted by largest difference

Building and Construction

Analyzing Data or Information

Troubleshooting

Quality Control Analysis

Customer and Personal Service

Mechanical

Auditory Attention

Design

Handling and Moving Objects

Hearing Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Mechanics, Installers, and Repairers

33%

total discount

Wind Energy Operations Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Mechanics, Installers, and Repairers

6 of 15 at risk

86%Requisition materials and supplies, such as tools, equipment, or replacement parts.

86%Compute estimates and actual costs of factors such as materials, labor, or outside contractors.

86%Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.

84%Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.

64%Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.

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 +$58,250(+74%) vs First-Line Supervisors of Mechanics, Installers, and Repairers

First-Line Supervisors of Mechanics, Installers, and RepairersWind Energy Operations Managers

10th

$48,460$68,860

25th

$61,240$100,010

Median

$78,300$136,550

75th

$99,630$179,190

90th

$124,280$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Mechanics, Installers, and Repairers2028–2035

Wind Energy Operations Managers2028–2035

20242030203520402045

First-Line Supervisors of Mechanics, Installers, and Repairers 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%)

First-Line Supervisors of Mechanics, Installers, and Repairers

$55,577

from $78,300

Wind Energy Operations Managers

$92,240

from $136,550

After adjusting for AI risk, Wind Energy Operations Managers offers $36,662 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to First-Line

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

First-Line Supervisors of Mechanics, Installers, and RepairersWind Energy Operations Managers

Find transitions from First-Line Supervisors of Mechanics, Installers, and Repairers Find transitions from Wind Energy Operations Managers