Range Managers vs Wind Energy Project Managers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Range Managers

66 shared · 22 different

core competencies

medium risk

Wind Energy Project Managers

Side-by-Side Comparison

Range Managers leads 4–1

Metric	Range Managers	Wind Energy Project Managers
Risk Score	24.5%	32.4%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	53th
Tasks at Risk (>50%)	5 / 15	9 / 15
Median Salary	$67,950	$136,550
Employment	26K	631K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Operating Vehicles, Mechanized Devices, or Equipment

Building and Construction

Documenting/Recording Information

Economics and Accounting

Developing Objectives and Strategies

Monitor Processes, Materials, or Surroundings

Management of Financial Resources

Processing Information

Design

Administration and Management

Law and Government

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Wind Energy Project Managers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Range Managers

5 of 15 at risk

77%Regulate grazing (e.g., by issuing permits and checking for compliance with standards), and help ranchers plan and organize grazing systems in order to manage, improve and protect rangelands and maximize their use.

53%Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.

51%Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.

51%Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.

51%Study forage plants and their growth requirements to determine varieties best suited to particular range.

Wind Energy Project Managers

9 of 15 at risk

85%Update schedules, estimates, forecasts, or budgets for wind projects.

85%Prepare requests for proposals (RFPs) for wind project construction or equipment acquisition.

84%Prepare wind project documentation, including diagrams or layouts.

83%Prepare or assist in the preparation of applications for environmental, building, or other required permits.

69%Provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.

Wage Comparison

Wind Energy Project Managers earns +$68,600(+101%) vs Range Managers

Range ManagersWind Energy Project Managers

10th

$45,260$68,860

25th

$53,190$100,010

Median

$67,950$136,550

75th

$87,980$179,190

90th

$107,720$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035

Wind Energy Project Managers2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Wind Energy Project Managers

$92,321

from $136,550

After adjusting for AI risk, Wind Energy Project Managers offers $41,033 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Range

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Social Intelligence

Range ManagersWind Energy Project Managers

Find transitions from Range Managers Find transitions from Wind Energy Project Managers