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AI Risk Comparison

Wind Energy Operations Managers vs Education Administrators, Kindergarten through Secondary

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Wind Energy Operations Managers
Higher risk
Education Administrators, Kindergarten through Secondary
Risk gap
0 points
ManagementO*NET: 11-9199.09

Wind Energy Operations Managers

Manage wind field operations, including personnel, maintenance activities, financial activities, and planning.

AI Risk Score

29/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.
  • Maintain operations records, such as work orders, site inspection forms, or other documentation.
  • Monitor and maintain records of daily facility operations.
  • Scheduling Work and Activities
  • Working with Computers

Top skills

Active Listening4.00/5
Reading Comprehension3.88/5
Speaking3.88/5
Critical Thinking3.88/5
Monitoring3.88/5

Recommended career pivots

ManagementO*NET: 11-9032.00

Education Administrators, Kindergarten through Secondary

Plan, direct, or coordinate the academic, administrative, or auxiliary activities of kindergarten, elementary, or secondary schools.

AI Risk Score

29/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
  • Prepare, maintain, or oversee the preparation and maintenance of attendance, activity, planning, or personnel reports and records.
  • Review and approve new programs, or recommend modifications to existing programs, submitting program proposals for school board approval as necessary.
  • Performing Administrative Activities
  • Working with Computers

Top skills

Speaking4.88/5
Active Listening4.75/5
Learning Strategies4.62/5
Judgment and Decision Making4.62/5
Reading Comprehension4.50/5

Recommended career pivots

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