Takeover Tracker
21%low risk
Forest Firefighters
vs

29 shared · 71 different

core competencies

42%medium risk
Meter Readers, Utilities

Side-by-Side Comparison

MetricForest FirefightersMeter Readers, Utilities
Risk Score21.0%41.8%
Risk TierLow RiskMedium Risk
Risk Percentile9th85th
Tasks at Risk (>50%)2 / 157 / 15
Median Salary$59,530$49,180
Employment332K20K

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Building and Construction
Coaching and Developing Others
Transportation
Education and Training
Public Safety and Security
Chemistry
Coordinating the Work and Activities of Others
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Repairing and Maintaining Mechanical Equipment
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Firefighters

35%

total discount

Meter Readers, Utilities

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest Firefighters

2 of 15 at risk
76%Maintain knowledge of current firefighting practices by participating in drills and by attending seminars, conventions, and conferences.
74%Maintain contact with fire dispatchers at all times to notify them of the need for additional firefighters and supplies, or to detail any difficulties encountered.
49%Operate pumps connected to high-pressure hoses.
49%Maintain fire equipment and firehouse living quarters.
49%Transport personnel and cargo to and from fire areas.

Meter Readers, Utilities

7 of 15 at risk
88%Upload into office computers all information collected on hand-held computers during meter rounds, or return route books or hand-held computers to business offices so that data can be compiled.
88%Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.
88%Leave messages to arrange different times to read meters in cases in which meters are not accessible.
88%Update client address and meter location information.
86%Report to service departments any problems, such as meter irregularities, damaged equipment, or impediments to meter access, including dogs.

Wage Comparison

Meter Readers, Utilities earns -$10,350(-17%) vs Forest Firefighters
Forest FirefightersMeter Readers, Utilities
10th
$34,490$33,980
25th
$44,180$39,620
Median
$59,530$49,180
75th
$77,410$68,030
90th
$101,330$86,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Firefighters2028–2035
Meter Readers, Utilities2028–2035
20242030203520402045

Forest Firefighters has a longer runway before significant displacement, projected 0 years later than Meter Readers, Utilities.

Risk-Adjusted Salary

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

Forest Firefighters

$47,029

from $59,530

Meter Readers, Utilities

$28,618

from $49,180

After adjusting for AI risk, Forest Firefighters offers $18,411 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forest

0

Unique to Meter

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Creativity
Forest FirefightersMeter Readers, Utilities
Find transitions from Forest FirefightersFind transitions from Meter Readers, Utilities