Range Managers vs Airfield Operations Specialists AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Range Managers

54 shared · 34 different

core competencies

medium risk

Airfield Operations Specialists

Side-by-Side Comparison

Range Managers leads 4–0

Metric	Range Managers	Airfield Operations Specialists
Risk Score	24.5%	37.3%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	73th
Tasks at Risk (>50%)	5 / 15	5 / 15
Median Salary	$67,950	$56,750
Employment	26K	17K

Skill Comparison

Sorted by largest difference

Transportation

Developing Objectives and Strategies

Processing Information

Performing General Physical Activities

Scheduling Work and Activities

Analyzing Data or Information

Developing and Building Teams

Geography

Provide Consultation and Advice to Others

Performing for or Working Directly with the Public

Public Safety and Security

Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Airfield Operations Specialists

30%

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.

Airfield Operations Specialists

5 of 15 at risk

86%Maintain flight and events logs, air crew flying records, and flight operations records of incoming and outgoing flights.

80%Maintain air-to-ground and point-to-point radio contact with aircraft commanders.

78%Use airfield landing and navigational aids and digital data terminal communications equipment to perform duties.

69%Provide aircrews with information and services needed for airfield management and flight planning.

53%Conduct inspections of the airport property and perimeter to maintain controlled access to airfields.

Wage Comparison

Airfield Operations Specialists earns -$11,200(-16%) vs Range Managers

Range ManagersAirfield Operations Specialists

10th

$45,260$35,200

25th

$53,190$41,220

Median

$67,950$56,750

75th

$87,980$78,320

90th

$107,720$111,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035

Airfield Operations Specialists2028–2035

20242030203520402045

Range Managers has a longer runway before significant displacement, projected 0 years later than Airfield Operations Specialists.

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Airfield Operations Specialists

$35,594

from $56,750

After adjusting for AI risk, Range Managers offers $15,695 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Range

Unique to Airfield

Combined Protection Strategy

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

Fine Manipulation

Decision Complexity

Creativity

Social Intelligence

Range ManagersAirfield Operations Specialists

Find transitions from Range Managers Find transitions from Airfield Operations Specialists