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Healthcare

85 occupations

Theoretical55%
Observed12%
Exposure Gap43pp

The difference between what AI could theoretically automate and what is actually observed in practice.

Avg. Risk
23/100
Highest Risk
84/100
Medical Transcriptionists
Lowest Risk
5/100
Psychiatric Aides
occupations
85

View all occupations

Very High

Medical Transcriptionists

Risk Score
84/100
2024-34:~-7.0%
~45K jobs
View details
Very High

Medical Coders

Risk Score
73/100
2024-34:~+8.0%
~225K jobs
View details
High

Medical Records Specialists

Risk Score
62/100
2024-34:~+7.0%
~216K jobs
View details
Very High

Clinical Documentation Specialists

Risk Score
58/100
2024-34:~+9.0%
~49K jobs
View details
High

Pharmacy Technicians

Risk Score
48/100
2024-34:~+6.0%
~472K jobs
View details
High

Clinical Laboratory Scientists

Risk Score
46/100
2024-34:~+5.0%
~338K jobs
View details
High

Health Information Technologists

Risk Score
46/100
2024-34:~+17.0%
~113K jobs
View details
High

Clinical Laboratory Technologists and Technicians

Risk Score
45/100
2024-34:~+5.0%
~340K jobs
View details
High

Clinical Research Coordinators

Risk Score
44/100
2024-34:~+14.0%
~90K jobs
View details
High

Cytotechnologists

Risk Score
44/100
2024-34:~-3.0%
~11K jobs
View details
High

Genetic Counselors

Risk Score
40/100
2024-34:~+9.0%
~5K jobs
View details
High

Clinical Trial Managers

Risk Score
40/100
2024-34:~+15.0%
~22K jobs
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High

Clinical Pharmacologists

Risk Score
36/100
2024-34:~+6.0%
~6K jobs
View details
Medium

Radiologists

Risk Score
34/100
2024-34:~+3.0%
~34K jobs
View details
Medium

Dental Laboratory Technicians

Risk Score
34/100
2024-34:~-5.0%
~35K jobs
View details
Medium

Medical Assistants

Risk Score
34/100
2024-34:~+15.0%
~742K jobs
View details
Medium

Occupational Health and Safety Specialists

Risk Score
34/100
2024-34:~+5.0%
~105K jobs
View details
Medium

Ophthalmic Medical Technicians

Risk Score
33/100
2024-34:~+20.0%
~59K jobs
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Medium

Family Medicine Physicians

Risk Score
32/100
2024-34:~+3.0%
~119K jobs
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Medium

Medical Dosimetrists

Risk Score
30/100
2024-34:~+6.0%
~4K jobs
View details
Medium

Nuclear Medicine Technologists

Risk Score
30/100
2024-34:~+3.0%
~20K jobs
View details
Medium

Health Educators

Risk Score
30/100
2024-34:~+4.0%
~99K jobs
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Medium

Polysomnographic Technologists

Risk Score
30/100
2024-34:~+5.0%
~11K jobs
View details
Medium

Pharmacists

Risk Score
28/100
2024-34:~+3.0%
~331K jobs
View details
Medium

Cardiovascular Technologists

Risk Score
27/100
2024-34:~+5.0%
~58K jobs
View details
Medium

Orthotists and Prosthetists

Risk Score
26/100
2024-34:~+13.0%
~10K jobs
View details
Medium

Substance Abuse Counselors

Risk Score
26/100
2024-34:~+7.0%
~191K jobs
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Medium

Medical Social Workers

Risk Score
26/100
2024-34:~+7.0%
~191K jobs
View details
Medium

Dental Assistants

Risk Score
25/100
2024-34:~+7.0%
~370K jobs
View details
Medium

Radiation Therapists

Risk Score
25/100
2024-34:~+2.0%
~20K jobs
View details
Medium

Optometrists

Risk Score
24/100
2024-34:~+9.0%
~47K jobs
View details
Medium

Neurologists

Risk Score
24/100
2024-34:~+3.0%
~20K jobs
View details
Medium

Orthotics Technicians

Risk Score
24/100
2024-34:~+4.0%
~9K jobs
View details
Medium

Audiometric Technicians

Risk Score
24/100
2024-34:~+12.0%
~13K jobs
View details
Medium

Cardiac Sonographers

Risk Score
24/100
2024-34:~+10.0%
~58K jobs
View details
Medium

Respiratory Therapists

Risk Score
23/100
2024-34:~+13.0%
~130K jobs
View details
Medium

Physician Assistants

Risk Score
23/100
2024-34:~+20.0%
~148K jobs
View details
Medium

Nurse Practitioners

Risk Score
22/100
2024-34:~+40.0%
~265K jobs
View details
Medium

Opticians

Risk Score
22/100
2024-34:~+3.0%
~82K jobs
View details
Medium

Speech-Language Pathology Assistants

Risk Score
22/100
2024-34:~+4.0%
~28K jobs
View details
Medium

Medical Sonographers

Risk Score
22/100
2024-34:~+14.0%
~78K jobs
View details
Medium

Pathologists' Assistants

Risk Score
22/100
2024-34:~+7.0%
~3K jobs
View details
Medium

Audiologists

Risk Score
21/100
2024-34:~+11.0%
~15K jobs
View details
Medium

Dietitians and Nutritionists

Risk Score
20/100
2024-34:~+7.0%
~79K jobs
View details
Low

Veterinary Technologists and Technicians

Risk Score
19/100
2024-34:~+9.0%
~123K jobs
View details
Low

Psychiatric Technicians

Risk Score
18/100
2024-34:~+4.0%
~83K jobs
View details
Medium

Rehabilitation Counselors

Risk Score
18/100
2024-34:~+1.0%
~76K jobs
View details
Medium

Nuclear Pharmacists

Risk Score
17/100
2024-34:~+3.0%
~3K jobs
View details
Low

Anesthesiologist Assistants

Risk Score
16/100
2024-34:~+12.0%
~3K jobs
View details
Low

Music Therapists

Risk Score
16/100
2024-34:~+18.0%
~9K jobs
View details
Medium

Dermatologists

Risk Score
15/100
2024-34:~+11.0%
~13K jobs
View details
Low

Physical Therapists

Risk Score
14/100
2024-34:~+11.0%
~260K jobs
View details
Low

Phlebotomists

Risk Score
14/100
2024-34:~+6.0%
~136K jobs
View details
Medium

Orthodontists

Risk Score
14/100
2024-34:~+4.0%
~8K jobs
View details
Low

Surgical Technologists

Risk Score
13/100
2024-34:~+5.0%
~116K jobs
View details
Medium

Allergists

Risk Score
13/100
2024-34:~+5.0%
~6K jobs
View details
Low

Behavioral Health Technicians

Risk Score
13/100
2024-34:~+12.0%
~95K jobs
View details
Medium

Prosthodontists

Risk Score
13/100
2024-34:~+7.0%
~620 jobs
View details
Medium

Anesthesiologists

Risk Score
13/100
2024-34:~+5.0%
~33K jobs
View details
Medium

Clinical Nurse Specialists

Risk Score
13/100
2024-34:~+9.0%
~72K jobs
View details
Low

Registered Nurses

Risk Score
12/100
2024-34:~+6.0%
~3.2M jobs
View details
Low

Veterinarians

Risk Score
12/100
2024-34:~+10.0%
~90K jobs
View details
Low

Chiropractors

Risk Score
12/100
2024-34:~+10.0%
~56K jobs
View details
Low

Art Therapists

Risk Score
12/100
2024-34:~+14.0%
~7K jobs
View details
Low

Emergency Medical Technicians

Risk Score
12/100
2024-34:~+5.0%
~267K jobs
View details
Medium

Geriatricians

Risk Score
12/100
2024-34:~+9.0%
~5K jobs
View details
Low

Speech-Language Pathologists

Risk Score
11/100
2024-34:~+15.0%
~170K jobs
View details
Low

Medical Equipment Preparers

Risk Score
11/100
2024-34:~+10.0%
~71K jobs
View details
Medium

Nurse Anesthetists

Risk Score
11/100
2024-34:~+9.0%
~59K jobs
View details
Low

Surgical Assistants

Risk Score
11/100
2024-34:~+5.0%
~18K jobs
View details
Low

Dental Hygienists

Risk Score
10/100
2024-34:~+7.0%
~233K jobs
View details
Low

Occupational Therapists

Risk Score
10/100
2024-34:~+12.0%
~140K jobs
View details
Low

Home Health Aides

Risk Score
10/100
2024-34:~+21.0%
~3.6M jobs
View details
Medium

Emergency Room Physicians

Risk Score
10/100
2024-34:~+3.0%
~46K jobs
View details
Low

Pediatricians

Risk Score
10/100
2024-34:~+2.0%
~32K jobs
View details
Medium

Surgeons

Risk Score
10/100
2024-34:~+3.0%
~44K jobs
View details
Medium

Neonatologists

Risk Score
10/100
2024-34:~+4.0%
~5K jobs
View details
Medium

Sports Medicine Physicians

Risk Score
10/100
2024-34:~+3.0%
~9K jobs
View details
Medium

Psychiatrists

Risk Score
9/100
2024-34:~+7.0%
~28K jobs
View details
Low

Occupational Therapy Assistants

Risk Score
8/100
2024-34:~+19.0%
~46K jobs
View details
Low

Emergency Medicine Physicians

Risk Score
8/100
2024-34:~+3.0%
~46K jobs
View details
Low

Perfusionists

Risk Score
7/100
2024-34:~+9.0%
~6K jobs
View details
Low

Nurse Midwives

Risk Score
7/100
2024-34:~+11.0%
~8K jobs
View details
Low

Hospice and Palliative Care Nurses

Risk Score
5/100
2024-34:~+6.0%
~33K jobs
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Very Low

Psychiatric Aides

Risk Score
5/100
2024-34:~0.0%
~53K jobs
View details