Fire Investigators vs Airfield Operations Specialists AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Fire Investigators

60 shared · 37 different

core competencies

medium risk

Airfield Operations Specialists

Side-by-Side Comparison

Fire Investigators leads 5–0

Metric	Fire Investigators	Airfield Operations Specialists
Risk Score	24.4%	37.3%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	73th
Tasks at Risk (>50%)	1 / 14	5 / 15
Median Salary	$78,060	$56,750
Employment	14K	17K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Handling and Moving Objects

Building and Construction

Performing for or Working Directly with the Public

Assisting and Caring for Others

Developing and Building Teams

Provide Consultation and Advice to Others

Communicating with Persons Outside Organization

Education and Training

Establishing and Maintaining Interpersonal Relationships

Psychology

Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Airfield Operations Specialists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fire Investigators

1 of 14 at risk

85%Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.

49%Analyze evidence and other information to determine probable cause of fire or explosion.

49%Photograph damage and evidence related to causes of fires or explosions to document investigation findings.

47%Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.

39%Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.

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 -$21,310(-27%) vs Fire Investigators

Fire InvestigatorsAirfield Operations Specialists

10th

$47,580$35,200

25th

$60,700$41,220

Median

$78,060$56,750

75th

$105,390$78,320

90th

$149,870$111,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators2028–2035

Airfield Operations Specialists2028–2035

20242030203520402045

Fire Investigators 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%)

Fire Investigators

$59,052

from $78,060

Airfield Operations Specialists

$35,594

from $56,750

After adjusting for AI risk, Fire Investigators offers $23,459 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Fire

Unique to Airfield

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Decision Complexity

Social Intelligence

Fire InvestigatorsAirfield Operations Specialists

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