Takeover Tracker
33%medium risk
Forest Fire Inspectors and Prevention Specialists
vs

62 shared · 19 different

core competencies

37%medium risk
Retail Loss Prevention Specialists

Side-by-Side Comparison

MetricForest Fire Inspectors and Prevention SpecialistsRetail Loss Prevention Specialists
Risk Score32.8%37.2%
Risk TierMedium RiskMedium Risk
Risk Percentile55th73th
Tasks at Risk (>50%)9 / 159 / 15
Median Salary$52,380$41,600
Employment3K83K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Performing General Physical Activities
Coordinating the Work and Activities of Others
Communicating with Persons Outside Organization
Resolving Conflicts and Negotiating with Others
Developing Objectives and Strategies
Education and Training
Telecommunications
Customer and Personal Service
Estimating the Quantifiable Characteristics of Products, Events, or Information
Clerical
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Fire Inspectors and Prevention Specialists

35%

total discount

Retail Loss Prevention Specialists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest Fire Inspectors and Prevention Specialists

9 of 15 at risk
88%Compile and report meteorological data, such as temperature, relative humidity, wind direction and velocity, and types of cloud formations.
86%Maintain records and logbooks.
84%Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions.
78%Restrict public access and recreational use of forest lands during critical fire seasons.
74%Administer regulations regarding sanitation, fire prevention, violation corrections, and related forest regulations.

Retail Loss Prevention Specialists

9 of 15 at risk
85%Maintain documentation or reports on security-related incidents or investigations.
84%Identify and report merchandise or stock shortages.
77%Conduct store audits to identify problem areas or procedural deficiencies.
74%Identify and report safety concerns to maintain a safe shopping and working environment.
72%Prepare written reports on investigations.

Wage Comparison

Retail Loss Prevention Specialists earns -$10,780(-21%) vs Forest Fire Inspectors and Prevention Specialists
Forest Fire Inspectors and Prevention SpecialistsRetail Loss Prevention Specialists
10th
$33,590$30,620
25th
$41,000$35,540
Median
$52,380$41,600
75th
$77,780$54,310
90th
$100,450$72,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Fire Inspectors and Prevention Specialists2028–2035
Retail Loss Prevention Specialists2028–2035
20242030203520402045

Forest Fire Inspectors and Prevention Specialists has a longer runway before significant displacement, projected 0 years later than Retail Loss Prevention Specialists.

Risk-Adjusted Salary

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

Forest Fire Inspectors and Prevention Specialists

$35,210

from $52,380

Retail Loss Prevention Specialists

$26,129

from $41,600

After adjusting for AI risk, Forest Fire Inspectors and Prevention Specialists offers $9,081 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forest

0

Unique to Retail

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
Forest Fire Inspectors and Prevention SpecialistsRetail Loss Prevention Specialists
Find transitions from Forest Fire Inspectors and Prevention SpecialistsFind transitions from Retail Loss Prevention Specialists