Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

59.1%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

They drive ambulances to transport sick or injured people to hospitals and help keep them comfortable during the ride.

This role is evolving

The career of ambulance drivers and attendants is considered "Stable" because it relies heavily on human skills that AI can't replace, like empathy, quick judgment, and hands-on care. While AI tools can assist with tasks like cleaning and organizing patient data, they can't provide the personal touch needed in emergencies.

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Learn more about how you can thrive in this position

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This role is evolving

The career of ambulance drivers and attendants is considered "Stable" because it relies heavily on human skills that AI can't replace, like empathy, quick judgment, and hands-on care. While AI tools can assist with tasks like cleaning and organizing patient data, they can't provide the personal touch needed in emergencies.

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Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Stable iconStable

90.6%

90.6%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

91.7%

91.7%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

48.8%

48.8%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-1.3%

Growth Percentile:

20.8%

Annual Openings:

1,400

Annual Openings Pct:

16.7%

Analysis of Current AI Resilience

Ambulance Driver/Attendant

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Ambulance attendants still rely mostly on human work. Some cleaning and disinfection tasks have AI-like help: for example, hospitals use autonomous “UV” or hydrogen-peroxide robots that can spray and kill germs in rooms and even inside ambulances [1]. These systems help sanitize vehicles but they haven’t removed all human labor – attendants still change soiled linens and do detailed cleaning by hand.

In reporting emergencies, modern ambulances often carry cameras and monitors that stream patient data to doctors on the way to the hospital [2]. This “telemedicine” support means a remote physician can give advice or review vital signs before arrival. In effect, AI-driven software augments the crew by organizing reports or helping with diagnoses, but attendants still make radio calls and fill paperwork themselves.

Restocking supplies also remains manual – while warehouses use inventory software to track bandages or oxygen, a person must still carry items onto the ambulance.

More hands-on tasks are even harder to automate. No service robot today rides along to help lift patients or apply first aid – that still requires human care and judgment. Some apps and smart devices can guide CPR or bandaging, but they don’t replace the need for a caring assistant.

Likewise, getting or renewing certifications is a human process (though online training may help). In short, AI helps with support (like cleaning machinery and smart sensors in ambulances) but has not taken over the core work of caring for patients [1] [2].

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AI Adoption

AI in the real world

The pace of AI in this field has been cautious. Cutting-edge tools are sometimes available – for instance, a funded project in Germany is testing AI to help busy dispatchers and tele-doctors keep up with more calls [2]. Hospitals and EMS agencies saw benefits from automation during COVID-19 (like robotic disinfection and remote consults), so there is interest in technology.

However, deploying it widely is slow. Ambulances are safety-critical and unpredictable, so regulators require trusted human oversight. The cost of new equipment (autonomous vehicles, robot helpers) is high compared to paying drivers’ wages.

People also expect a caring human in emergencies, making full automation hard to accept. Because attendants’ work involves empathy, flexibility and quick judgment, most experts say AI will assist rather than replace them [2] [1].

On balance, the job still depends on human skills. AI can make cleaners or data systems smarter, but most tasks are too personal or complex to hand off entirely. This means students and workers in ambulance services can feel hopeful: technology may change how you work (for example, new cameras or cleaning machines), but your human training, communication, and care are likely to remain valuable and in demand [1] [2].

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More Career Info

Career: Ambulance Drivers and Attendants, Except Emergency Medical Technicians

Employment & Wage Data

Median Wage

$34,330

Jobs (2024)

12,300

Growth (2024-34)

-1.3%

Annual Openings

1,400

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceCore Task

Earn and maintain appropriate certifications.

2

90% ResilienceSupplemental

Restrain or shackle violent patients.

3

85% ResilienceCore Task

Administer first aid, such as bandaging, splinting, or administering oxygen.

4

80% ResilienceCore Task

Accompany and assist emergency medical technicians on calls.

5

75% ResilienceCore Task

Place patients on stretchers and load stretchers into ambulances, usually with assistance from other attendants.

6

70% ResilienceCore Task

Drive ambulances or assist ambulance drivers in transporting sick, injured, or convalescent persons.

7

50% ResilienceCore Task

Replace supplies and disposable items on ambulances.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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