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

68 shared · 15 different

core competencies

28%medium risk
Pesticide Handlers, Sprayers, and Applicators, Vegetation

Side-by-Side Comparison

MetricAmbulance Drivers and Attendants, Except Emergency Medical TechniciansPesticide Handlers, Sprayers, and Applicators, Vegetation
Risk Score14.9%28.0%
Risk TierLow RiskMedium Risk
Risk Percentile1th30th
Tasks at Risk (>50%)1 / 113 / 12
Median Salary$34,330$45,200
Employment12K25K

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Biology
Spatial Orientation
Communicating with Persons Outside Organization
Oral Expression
Service OrientationAI-Resistant
Response Orientation
Problem Sensitivity
Getting Information
Customer and Personal Service
Reaction Time
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

32%

total discount

Pesticide Handlers, Sprayers, and Applicators, Vegetation

28%

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.

Pesticide Handlers, Sprayers, and Applicators, Vegetation

3 of 12 at risk
87%Record information about pesticide applications, such as the type used and amount applied.
86%Establish driving routes for pesticide applications.
59%Identify lawn or plant diseases to determine the appropriate course of treatment.
49%Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.
49%Fill sprayer tanks with water and chemicals, according to formulas.

Wage Comparison

Pesticide Handlers, Sprayers, and Applicators, Vegetation earns +$10,870(+32%) vs Ambulance Drivers and Attendants, Except Emergency Medical Technicians
Ambulance Drivers and Attendants, Except Emergency Medical TechniciansPesticide Handlers, Sprayers, and Applicators, Vegetation
10th
$25,460$34,590
25th
$29,580$38,040
Median
$34,330$45,200
75th
$38,000$50,960
90th
$46,630$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Ambulance Drivers and Attendants, Except Emergency Medical Technicians2028–2035
Pesticide Handlers, Sprayers, and Applicators, Vegetation2028–2035
20242030203520402045

Ambulance Drivers and Attendants, Except Emergency Medical Technicians has a longer runway before significant displacement, projected 0 years later than Pesticide Handlers, Sprayers, and Applicators, Vegetation.

Risk-Adjusted Salary

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

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

$29,232

from $34,330

Pesticide Handlers, Sprayers, and Applicators, Vegetation

$32,535

from $45,200

After adjusting for AI risk, Pesticide Handlers, Sprayers, and Applicators, Vegetation offers $3,303 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Ambulance

0

Unique to Pesticide

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Fine Manipulation
Creativity
Ambulance Drivers and Attendants, Except Emergency Medical TechniciansPesticide Handlers, Sprayers, and Applicators, Vegetation
Find transitions from Ambulance Drivers and Attendants, Except Emergency Medical TechniciansFind transitions from Pesticide Handlers, Sprayers, and Applicators, Vegetation