Takeover Tracker
34%medium risk
Commercial Pilots
vs

22 shared · 66 different

core competencies

42%medium risk
Meter Readers, Utilities

Side-by-Side Comparison

MetricCommercial PilotsMeter Readers, Utilities
Risk Score34.2%41.8%
Risk TierMedium RiskMedium Risk
Risk Percentile63th85th
Tasks at Risk (>50%)10 / 157 / 15
Median Salary$122,670$49,180
Employment52K20K

Skill Comparison

|

Sorted by largest difference

Transportation
Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Operation and Control
Identifying Objects, Actions, and Events
Making Decisions and Solving Problems
Far Vision
Inspecting Equipment, Structures, or Material
Problem Sensitivity
Response Orientation
Operation Monitoring
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Commercial Pilots

32%

total discount

Meter Readers, Utilities

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Commercial Pilots

10 of 15 at risk
89%Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne.
87%File instrument flight plans with air traffic control so that flights can be coordinated with other air traffic.
87%Plan flights according to government and company regulations, using aeronautical charts and navigation instruments.
85%Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.
77%Check aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.

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 -$73,490(-60%) vs Commercial Pilots
Commercial PilotsMeter Readers, Utilities
10th
$59,330$33,980
25th
$81,660$39,620
Median
$122,670$49,180
75th
$175,050$68,030
90th
$239,200$86,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Commercial Pilots2028–2035
Meter Readers, Utilities2028–2035
20242030203520402045

Commercial Pilots 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%)

Commercial Pilots

$80,729

from $122,670

Meter Readers, Utilities

$28,618

from $49,180

After adjusting for AI risk, Commercial Pilots offers $52,111 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Commercial

0

Unique to Meter

Combined Protection Strategy

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

Decision Complexity
Creativity
Social Intelligence
Fine Manipulation
Commercial PilotsMeter Readers, Utilities
Find transitions from Commercial PilotsFind transitions from Meter Readers, Utilities