Takeover Tracker
43%medium risk
Parking Enforcement Workers
vs

44 shared · 23 different

core competencies

42%medium risk
Meter Readers, Utilities

Side-by-Side Comparison

MetricParking Enforcement WorkersMeter Readers, Utilities
Risk Score42.9%41.8%
Risk TierMedium RiskMedium Risk
Risk Percentile87th85th
Tasks at Risk (>50%)9 / 157 / 15
Median Salary$47,150$49,180
Employment8K20K

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Communicating with Supervisors, Peers, or Subordinates
Judging the Qualities of Things, Services, or People
Training and Teaching Others
Repairing and Maintaining Electronic Equipment
Customer and Personal Service
Law and Government
Resolving Conflicts and Negotiating with Others
Evaluating Information to Determine Compliance with Standards
Thinking Creatively
Communicating with Persons Outside Organization
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Parking Enforcement Workers

30%

total discount

Meter Readers, Utilities

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Parking Enforcement Workers

9 of 15 at risk
87%Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.
87%Write warnings and citations for illegally parked vehicles.
86%Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed.
86%Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action.
85%Respond to and make radio dispatch calls regarding parking violations and complaints.

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 +$2,030(+4%) vs Parking Enforcement Workers
Parking Enforcement WorkersMeter Readers, Utilities
10th
$35,410$33,980
25th
$39,930$39,620
Median
$47,150$49,180
75th
$61,210$68,030
90th
$76,030$86,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Parking Enforcement Workers2028–2035
Meter Readers, Utilities2028–2035
20242030203520402045

Meter Readers, Utilities has a longer runway before significant displacement, projected 0 years later than Parking Enforcement Workers.

Risk-Adjusted Salary

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

Parking Enforcement Workers

$26,904

from $47,150

Meter Readers, Utilities

$28,618

from $49,180

After adjusting for AI risk, Meter Readers, Utilities offers $1,714 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Parking

0

Unique to Meter

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Fine Manipulation
Parking Enforcement WorkersMeter Readers, Utilities
Find transitions from Parking Enforcement WorkersFind transitions from Meter Readers, Utilities