Takeover Tracker
15%low risk
Ambulance Drivers and Attendants, Except Emergency Medical Technicians
vs

65 shared · 17 different

core competencies

43%medium risk
Parking Enforcement Workers

Side-by-Side Comparison

MetricAmbulance Drivers and Attendants, Except Emergency Medical TechniciansParking Enforcement Workers
Risk Score14.9%42.9%
Risk TierLow RiskMedium Risk
Risk Percentile1th87th
Tasks at Risk (>50%)1 / 119 / 15
Median Salary$34,330$47,150
Employment12K8K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Communicating with Persons Outside Organization
Communicating with Supervisors, Peers, or Subordinates
Training and Teaching Others
Static Strength
Repairing and Maintaining Electronic Equipment
Handling and Moving Objects
Resolving Conflicts and Negotiating with Others
Repairing and Maintaining Mechanical Equipment
Reaction Time
Getting Information
Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

32%

total discount

Parking Enforcement Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

1 of 11 at risk
77%Report facts concerning accidents or emergencies to hospital personnel or law enforcement officials.
49%Earn and maintain appropriate certifications.
45%Replace supplies and disposable items on ambulances.
45%Clean and wash rigs, ambulances, or equipment.
43%Perform minor maintenance on emergency medical services vehicles, such as ambulances.

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.

Wage Comparison

Parking Enforcement Workers earns +$12,820(+37%) vs Ambulance Drivers and Attendants, Except Emergency Medical Technicians
Ambulance Drivers and Attendants, Except Emergency Medical TechniciansParking Enforcement Workers
10th
$25,460$35,410
25th
$29,580$39,930
Median
$34,330$47,150
75th
$38,000$61,210
90th
$46,630$76,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Ambulance Drivers and Attendants, Except Emergency Medical Technicians2028–2035
Parking Enforcement Workers2028–2035
20242030203520402045

Ambulance Drivers and Attendants, Except Emergency Medical Technicians 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%)

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

$29,232

from $34,330

Parking Enforcement Workers

$26,904

from $47,150

After adjusting for AI risk, Ambulance Drivers and Attendants, Except Emergency Medical Technicians offers $2,328 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Ambulance

0

Unique to Parking

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Ambulance Drivers and Attendants, Except Emergency Medical TechniciansParking Enforcement Workers
Find transitions from Ambulance Drivers and Attendants, Except Emergency Medical TechniciansFind transitions from Parking Enforcement Workers