Category Ranking
Ranking for category: Healthcare Practitioners and Technical.
#1High confidenceToolingSTHealthcare Practitioners and Technical • Health Care and Social Assistance
Surgical Technologists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 29-2055.00
#2High confidenceProductivityPHealthcare Practitioners and Technical • Health Care and Social Assistance
Paramedics is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 29-2043.00
#3Low confidenceWorkflowSAHealthcare Practitioners and Technical • Health Care and Social Assistance
Surgeons, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 29-1249.00
#4High confidenceInsightSAHealthcare Practitioners and Technical • Health Care and Social Assistance
Surgical Assistants is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 29-9093.00
#5High confidenceOperationsDTHealthcare Practitioners and Technical • Health Care and Social Assistance
Dietetic Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 29-2051.00
#6High confidenceSystemsNTHealthcare Practitioners and Technical • Health Care and Social Assistance
Neurodiagnostic Technologists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 29-2099.01
#7High confidenceExecutionVTHealthcare Practitioners and Technical • Health Care and Social Assistance
Veterinary Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 29-2056.00
#8High confidenceExecutionMRHealthcare Practitioners and Technical • Health Care and Social Assistance
Magnetic Resonance Imaging Technologists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 29-2035.00
#9Medium confidenceCoordinationPRHealthcare Practitioners and Technical • Health Care and Social Assistance
Patient Representatives is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 29-2099.08
#10High confidenceWorkflowRTHealthcare Practitioners and Technical • Health Care and Social Assistance
Radiation Therapists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 29-1124.00
#11High confidenceOperationsHAHealthcare Practitioners and Technical • Health Care and Social Assistance
Hearing Aid Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 51% • SOC 29-2092.00
#12High confidenceToolingOMHealthcare Practitioners and Technical • Health Care and Social Assistance
Ophthalmic Medical Technologists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 29-2099.05
#13High confidenceExecutionRTHealthcare Practitioners and Technical • Health Care and Social Assistance
Radiologic Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 29-2034.00
#14Medium confidenceExecutionEMHealthcare Practitioners and Technical • Health Care and Social Assistance
Emergency Medical Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 29-2042.00
#15High confidencePlanningMAHealthcare Practitioners and Technical • Health Care and Social Assistance
Medical and Clinical Laboratory Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 29-2012.00
#16High confidencePlanningHTHealthcare Practitioners and Technical • Health Care and Social Assistance
Histology Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 47% • SOC 29-2012.01
#17High confidenceToolingACHealthcare Practitioners and Technical • Health Care and Social Assistance
Acute Care Nurses is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 29-1141.01
#18Low confidenceCoordinationDAHealthcare Practitioners and Technical • Health Care and Social Assistance
Dentists, All Other Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 29-1029.00
#19High confidenceWorkflowOMHealthcare Practitioners and Technical • Health Care and Social Assistance
Ophthalmic Medical Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 29-2057.00
#20High confidenceSystemsCTHealthcare Practitioners and Technical • Health Care and Social Assistance
Cardiovascular Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 29-2031.00
#21High confidenceWorkflowHIHealthcare Practitioners and Technical • Health Care and Social Assistance
Health Information Technologists and Medical Registrars is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 29-9021.00
#22Low confidenceWorkflowHPHealthcare Practitioners and Technical • Health Care and Social Assistance
Healthcare Practitioners and Technical Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 29-9099.00
#23High confidencePlanningLPHealthcare Practitioners and Technical • Health Care and Social Assistance
Licensed Practical and Licensed Vocational Nurses is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 29-2061.00
#24Medium confidencePlanningDMHealthcare Practitioners and Technical • Health Care and Social Assistance
Diagnostic Medical Sonographers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 29-2032.00
#25Low confidenceWorkflowTAHealthcare Practitioners and Technical • Health Care and Social Assistance
Therapists, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 29-1129.00
#26High confidenceAnalysisDHHealthcare Practitioners and Technical • Health Care and Social Assistance
Dental Hygienists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 29-1292.00
#27High confidenceSystemsMTHealthcare Practitioners and Technical • Health Care and Social Assistance
Music Therapists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 29-1129.02
#28High confidenceSystemsODHealthcare Practitioners and Technical • Health Care and Social Assistance
Opticians, Dispensing is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 29-2081.00
#29High confidenceOperationsPTHealthcare Practitioners and Technical • Health Care and Social Assistance
Psychiatric Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 29-2053.00
#30High confidencePlanningEPHealthcare Practitioners and Technical • Health Care and Social Assistance
Exercise Physiologists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 29-1128.00
#31High confidenceSystemsMRHealthcare Practitioners and Technical • Health Care and Social Assistance
Medical Records Specialists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 29-2072.00
#32High confidenceAnalysisNMHealthcare Practitioners and Technical • Health Care and Social Assistance
Nuclear Medicine Technologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 29-2033.00
#33High confidenceProductivityPTHealthcare Practitioners and Technical • Health Care and Social Assistance
Pharmacy Technicians remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 29-2052.00
#34Low confidenceSystemsHTHealthcare Practitioners and Technical • Health Care and Social Assistance
Health Technologists and Technicians, All Other remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 29-2099.00
#35Low confidencePlanningHDHealthcare Practitioners and Technical • Health Care and Social Assistance
Healthcare Diagnosing or Treating Practitioners, All Other remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 29-1299.00
#36High confidenceCoordinationRTHealthcare Practitioners and Technical • Health Care and Social Assistance
Recreational Therapists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 36% • SOC 29-1125.00
#37High confidenceAnalysisRTHealthcare Practitioners and Technical • Health Care and Social Assistance
Respiratory Therapists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 36% • SOC 29-1126.00
#38Medium confidenceOperationsAHealthcare Practitioners and Technical • Health Care and Social Assistance
Anesthesiologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 29-1211.00
#39High confidenceInsightHHealthcare Practitioners and Technical • Health Care and Social Assistance
Hospitalists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 29-1229.02
#40Low confidenceCoordinationPAHealthcare Practitioners and Technical • Health Care and Social Assistance
Physicians, All Other remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 29-1229.00
#41Medium confidencePlanningOHealthcare Practitioners and Technical • Health Care and Social Assistance
Orthoptists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 29-1299.02
#42High confidenceAnalysisPTHealthcare Practitioners and Technical • Health Care and Social Assistance
Physical Therapists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 29-1123.00
#43Low confidenceAnalysisPHealthcare Practitioners and Technical • Health Care and Social Assistance
Podiatrists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 29-1081.00
#44High confidencePlanningRNHealthcare Practitioners and Technical • Health Care and Social Assistance
Registered Nurses remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 29-1141.00
#45Medium confidencePlanningUHealthcare Practitioners and Technical • Health Care and Social Assistance
Urologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 29-1229.03
#46High confidenceAnalysisPMHealthcare Practitioners and Technical • Health Care and Social Assistance
Preventive Medicine Physicians remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 32% • SOC 29-1229.05
#47High confidenceWorkflowAAHealthcare Practitioners and Technical • Health Care and Social Assistance
Anesthesiologist Assistants remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 29-1071.01
#48High confidenceProductivityNPHealthcare Practitioners and Technical • Health Care and Social Assistance
Naturopathic Physicians remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 29-1299.01
#49High confidenceToolingOAHealthcare Practitioners and Technical • Health Care and Social Assistance
Oral and Maxillofacial Surgeons remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 29-1022.00
#50High confidenceInsightPGHealthcare Practitioners and Technical • Health Care and Social Assistance
Pediatricians, General remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 29-1221.00
#51Medium confidencePlanningPPHealthcare Practitioners and Technical • Health Care and Social Assistance
Physicians, Pathologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 29-1222.00
#52Medium confidenceCoordinationAAHealthcare Practitioners and Technical • Health Care and Social Assistance
Allergists and Immunologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 30% • SOC 29-1229.01
#53Medium confidenceOperationsATHealthcare Practitioners and Technical • Health Care and Social Assistance
Art Therapists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 30% • SOC 29-1129.01
#54Low confidenceProductivityPHealthcare Practitioners and Technical • Health Care and Social Assistance
Psychiatrists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 30% • SOC 29-1223.00
#55High confidenceCoordinationCTHealthcare Practitioners and Technical • Health Care and Social Assistance
Cytogenetic Technologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 29% • SOC 29-2011.01
#56High confidenceOperationsRHealthcare Practitioners and Technical • Health Care and Social Assistance
Radiologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 29% • SOC 29-1224.00
#57Medium confidenceAnalysisDHealthcare Practitioners and Technical • Health Care and Social Assistance
Dermatologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 29-1213.00
#58Medium confidenceSystemsMAHealthcare Practitioners and Technical • Health Care and Social Assistance
Medical and Clinical Laboratory Technologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 29-2011.00
#59High confidenceWorkflowNMHealthcare Practitioners and Technical • Health Care and Social Assistance
Nurse Midwives remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 29-1161.00
#60High confidenceSystemsOTHealthcare Practitioners and Technical • Health Care and Social Assistance
Occupational Therapists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 29-1122.00
#61High confidenceToolingDGHealthcare Practitioners and Technical • Health Care and Social Assistance
Dentists, General remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 29-1021.00
#62High confidenceWorkflowOEHealthcare Practitioners and Technical • Health Care and Social Assistance
Ophthalmologists, Except Pediatric remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 29-1241.00
#63High confidencePlanningOHealthcare Practitioners and Technical • Health Care and Social Assistance
Orthodontists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 29-1023.00
#64High confidenceCoordinationPHealthcare Practitioners and Technical • Health Care and Social Assistance
Prosthodontists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 29-1024.00
#65High confidenceWorkflowCNHealthcare Practitioners and Technical • Health Care and Social Assistance
Clinical Nurse Specialists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 26% • SOC 29-1141.04
#66High confidenceExecutionOHealthcare Practitioners and Technical • Health Care and Social Assistance
Optometrists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 26% • SOC 29-1041.00
#67Medium confidencePlanningPMHealthcare Practitioners and Technical • Health Care and Social Assistance
Physical Medicine and Rehabilitation Physicians remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 26% • SOC 29-1229.04
#68Medium confidencePlanningCCHealthcare Practitioners and Technical • Health Care and Social Assistance
Critical Care Nurses remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 25% • SOC 29-1141.03
#69Medium confidenceToolingNHealthcare Practitioners and Technical • Health Care and Social Assistance
Neurologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 25% • SOC 29-1217.00
#70High confidenceWorkflowOAHealthcare Practitioners and Technical • Health Care and Social Assistance
Obstetricians and Gynecologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 25% • SOC 29-1218.00
#71High confidenceInsightMDHealthcare Practitioners and Technical • Health Care and Social Assistance
Medical Dosimetrists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 24% • SOC 29-2036.00
#72High confidenceExecutionCHealthcare Practitioners and Technical • Health Care and Social Assistance
Cardiologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 23% • SOC 29-1212.00
#73High confidenceOperationsHHealthcare Practitioners and Technical • Health Care and Social Assistance
Histotechnologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 23% • SOC 29-2011.04
#74Low confidenceProductivityMHealthcare Practitioners and Technical • Health Care and Social Assistance
Midwives remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 23% • SOC 29-9099.01
#75High confidenceCoordinationPHealthcare Practitioners and Technical • Health Care and Social Assistance
Pharmacists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 23% • SOC 29-1051.00
#76High confidenceOperationsCHealthcare Practitioners and Technical • Health Care and Social Assistance
Cytotechnologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 22% • SOC 29-2011.02
#77High confidenceOperationsNPHealthcare Practitioners and Technical • Health Care and Social Assistance
Nurse Practitioners remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 22% • SOC 29-1171.00
#78High confidenceCoordinationAHealthcare Practitioners and Technical • Health Care and Social Assistance
Audiologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 21% • SOC 29-1181.00
#79High confidenceOperationsLVHealthcare Practitioners and Technical • Health Care and Social Assistance
Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 21% • SOC 29-1122.01
#80High confidenceAnalysisOAHealthcare Practitioners and Technical • Health Care and Social Assistance
Orthotists and Prosthetists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 21% • SOC 29-2091.00
#81High confidenceAnalysisPSHealthcare Practitioners and Technical • Health Care and Social Assistance
Pediatric Surgeons remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 21% • SOC 29-1243.00
#82High confidenceSystemsAPHealthcare Practitioners and Technical • Health Care and Social Assistance
Advanced Practice Psychiatric Nurses remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 20% • SOC 29-1141.02
#83Medium confidencePlanningATHealthcare Practitioners and Technical • Health Care and Social Assistance
Athletic Trainers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 20% • SOC 29-9091.00
#84High confidenceSystemsSPHealthcare Practitioners and Technical • Health Care and Social Assistance
Speech-Language Pathologists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 20% • SOC 29-1127.00
#85High confidenceExecutionVHealthcare Practitioners and Technical • Health Care and Social Assistance
Veterinarians is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 19% • SOC 29-1131.00
#86High confidenceAnalysisCHealthcare Practitioners and Technical • Health Care and Social Assistance
Chiropractors is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 18% • SOC 29-1011.00
#87High confidenceWorkflowGCHealthcare Practitioners and Technical • Health Care and Social Assistance
Genetic Counselors is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 18% • SOC 29-9092.00
#88High confidencePlanningAHealthcare Practitioners and Technical • Health Care and Social Assistance
Acupuncturists is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 17% • SOC 29-1291.00
#89High confidenceOperationsDAHealthcare Practitioners and Technical • Health Care and Social Assistance
Dietitians and Nutritionists is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 16% • SOC 29-1031.00
#90High confidenceOperationsPAHealthcare Practitioners and Technical • Health Care and Social Assistance
Physician Assistants is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 16% • SOC 29-1071.00
#91Medium confidenceToolingOSHealthcare Practitioners and Technical • Health Care and Social Assistance
Orthopedic Surgeons, Except Pediatric is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 15% • SOC 29-1242.00
#92Medium confidenceAnalysisSMHealthcare Practitioners and Technical • Health Care and Social Assistance
Sports Medicine Physicians is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 15% • SOC 29-1229.06
#93High confidenceCoordinationEMHealthcare Practitioners and Technical • Health Care and Social Assistance
Emergency Medicine Physicians is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 14% • SOC 29-1214.00
#94High confidenceCoordinationFMHealthcare Practitioners and Technical • Health Care and Social Assistance
Family Medicine Physicians is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 13% • SOC 29-1215.00
#95High confidenceInsightGIHealthcare Practitioners and Technical • Health Care and Social Assistance
General Internal Medicine Physicians is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 13% • SOC 29-1216.00
#96High confidenceToolingNAHealthcare Practitioners and Technical • Health Care and Social Assistance
Nurse Anesthetists is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 11% • SOC 29-1151.00