Takeover Tracker
15%low risk

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

Drive ambulance or assist ambulance driver in transporting sick, injured, or convalescent persons. Assist in lifting patients.

Higher risk than 1% of occupations
Checking for existing plan...

How AI Impacts Each Task

11 tasks analyzed

Remove and replace soiled linens or equipment to maintain sanitary conditions.

Risk: 41.0%AI: 20EstimatedTime: 5%

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

Risk: 11.0%AI: 5EstimatedTime: 35%

Report facts concerning accidents or emergencies to hospital personnel or law enforcement officials.

Risk: 77.2%AI: 70EstimatedTime: 5%

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

Risk: 9.0%AI: 0EstimatedTime: 15%

Accompany and assist emergency medical technicians on calls.

Risk: 15.0%AI: 0EstimatedTime: 15%

Replace supplies and disposable items on ambulances.

Risk: 45.0%AI: 30EstimatedTime: 5%

Perform minor maintenance on emergency medical services vehicles, such as ambulances.

Risk: 43.0%AI: 25EstimatedTime: 5%

Clean and wash rigs, ambulances, or equipment.

Risk: 45.0%AI: 30EstimatedTime: 5%

Earn and maintain appropriate certifications.

Risk: 49.2%AI: 0EstimatedTime: 2%

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

Risk: 9.0%AI: 0EstimatedTime: 5%

Restrain or shackle violent patients.

Risk: 9.0%AI: 0EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Ambulance Drivers and Attendants, Except Emergency Medical Technicians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.8pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 3 scoring runs

-0.5

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School1%
High School Diploma56%
Some College20%
Post-Secondary Certificate23%

Prior Experience Needed

Work experience required to enter this job

None43%
Up to 1 month1%
1-3 months17%
3-6 months9%
6 months - 1 year25%
1-2 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None15%
Up to 1 month31%
1-3 months11%
3-6 months11%
6 months - 1 year25%
1-2 years8%

Related News

Recent articles about AI affecting this occupation

5 articles

Uber's Take Rate Surpasses 50% in Key Cities, Squeezing Driver Earnings

A new study reveals the ride-hailing giant is capturing over half of passenger fares in certain markets. This aggressive revenue shift directly cuts into the take-home pay of gig workers as the company expands its business model.

Business Insider Tech4d ago

Uber's European Autonomous Expansion Threatens Driver Jobs

Uber is aggressively pushing its autonomous vehicle fleet into Europe while surpassing 60,000 driverless rides with Avride in Dallas. The rapid scaling of robotaxis signals a shrinking window for human ride-share drivers.

The Road to AutonomyJun 7

Waymo's empty robotaxis highlight the messy reality of driver automation

Waymo's autonomous fleet drives empty for nearly 50% of its total mileage, challenging the narrative that AI drivers will optimize transit. This inefficiency suggests human drivers won't be entirely replaced by perfectly optimized robot fleets anytime soon.

Ars TechnicaJun 3

Waymo's Launching Driverless Vans in California and Arizona

Waymo is deploying its new Chinese-manufactured Ojai autonomous vehicles to the public in California and Arizona. The rollout marks another step toward widespread commercialization of driverless transit.

Wired AIMay 28

WFH is a bigger driver of entry-level job woes than AI, researchers say

An analysis of 650 million hiring records by the London School of Economics reveals remote work is currently displacing more junior roles than automation. Companies are struggling to onboard remote entry-level staff, stalling early-career hiring.

Business Insider TechMay 26

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis