Highest average sector exposure
Sectors ranked by average role exposure benchmark.
Ranking
By industry
Compare exposure patterns across industry sectors and drill into each sector ranking.
24 sectors indexed. Showing role-level rankings for Health Care and Social Assistance (62).
Largest sector coverage
Sectors with the largest number of benchmarked roles.
Industry sectors
Open a sector ranking
Each sector card opens a focused ranking sorted by exposure benchmark.
Manufacturing (33)
63 roles • 77% avg exposure
Highest: Laundry and Dry-Cleaning Workers
Lowest: Computer Numerically Controlled Tool Programmers
Open sector rankingAccommodation and Food Services (72)
20 roles • 76% avg exposure
Highest: Food Servers, Nonrestaurant
Lowest: Food Preparation and Serving Related Workers, All Other
Open sector rankingManufacturing (32)
25 roles • 76% avg exposure
Highest: Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Lowest: Machinists
Open sector rankingAgriculture, Forestry, Fishing and Hunting (11)
14 roles • 74% avg exposure
Highest: Agricultural Equipment Operators
Lowest: Logging Workers, All Other
Open sector rankingRetail Trade (45)
4 roles • 73% avg exposure
Highest: Parts Salespersons
Lowest: Advertising Sales Agents
Open sector rankingTransportation and Warehousing (48)
40 roles • 67% avg exposure
Highest: Bus Drivers, School
Lowest: Control and Valve Installers and Repairers, Except Mechanical Door
Open sector rankingOther Services (except Public Administration) (81)
20 roles • 65% avg exposure
Highest: Maids and Housekeeping Cleaners
Lowest: Recreation Workers
Open sector rankingTransportation and Warehousing (49)
8 roles • 62% avg exposure
Highest: Automotive and Watercraft Service Attendants
Lowest: Musical Instrument Repairers and Tuners
Open sector rankingUtilities (22)
15 roles • 61% avg exposure
Highest: Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons
Lowest: Civil Engineers
Open sector rankingMining, Quarrying, and Oil and Gas Extraction (21)
22 roles • 60% avg exposure
Highest: Floor Sanders and Finishers
Lowest: Solar Thermal Installers and Technicians
Open sector rankingReal Estate and Rental and Leasing (53)
17 roles • 60% avg exposure
Highest: Dispatchers, Except Police, Fire, and Ambulance
Lowest: Quality Control Systems Managers
Open sector rankingConstruction (23)
41 roles • 59% avg exposure
Highest: Paving, Surfacing, and Tamping Equipment Operators
Lowest: Environmental Engineering Technologists and Technicians
Open sector rankingManufacturing (31)
85 roles • 59% avg exposure
Highest: Sewing Machine Operators
Lowest: Solar Energy Systems Engineers
Open sector rankingRetail Trade (44)
3 roles • 59% avg exposure
Highest: Sales and Related Workers, All Other
Lowest: Insurance Sales Agents
Open sector rankingWholesale Trade (42)
12 roles • 59% avg exposure
Highest: Gambling Change Persons and Booth Cashiers
Lowest: Sales Engineers
Open sector rankingArts, Entertainment, and Recreation (71)
20 roles • 56% avg exposure
Highest: Manicurists and Pedicurists
Lowest: Set and Exhibit Designers
Open sector rankingAdministrative and Support and Waste Management and Remediation Services (56)
61 roles • 55% avg exposure
Highest: Landscaping and Groundskeeping Workers
Lowest: Chief Executives
Open sector rankingFinance and Insurance (52)
56 roles • 55% avg exposure
Highest: Order Clerks
Lowest: Architectural and Engineering Managers
Open sector rankingInformation (51)
18 roles • 52% avg exposure
Highest: Designers, All Other
Lowest: News Analysts, Reporters, and Journalists
Open sector rankingProfessional, Scientific, and Technical Services (54)
187 roles • 52% avg exposure
Highest: Door-to-Door Sales Workers, News and Street Vendors, and Related Workers
Lowest: Arbitrators, Mediators, and Conciliators
Open sector rankingManagement of Companies and Enterprises (55)
4 roles • 47% avg exposure
Highest: Tax Preparers
Lowest: Purchasing Managers
Open sector rankingHealth Care and Social Assistance (62)
151 roles • 41% avg exposure
Highest: Amusement and Recreation Attendants
Lowest: Nurse Anesthetists
Open sector rankingPublic Administration (92)
85 roles • 41% avg exposure
Highest: First-Line Supervisors of Police and Detectives
Lowest: Mental Health Counselors
Open sector rankingEducational Services (61)
45 roles • 34% avg exposure
Highest: Career/Technical Education Teachers, Postsecondary
Lowest: Archivists
Open sector rankingSector ranking
Health Care and Social Assistance (62)
Highest automation exposure roles in this sector. Showing top 50 results.
#1High confidenceAnalysisAAAmusement and Recreation Attendants
Personal Care and Service • Health Care and Social Assistance
A large share of Amusement and Recreation Attendants tasks are currently automatable in Offices of Physicians, Mental Health Specialists.
Exposure benchmark: 90% • SOC 39-3091.00
CRM automationCommunication copilotWorkflow automation
#2High confidenceOperationsPTPhysical Therapist Aides
Healthcare Support • Health Care and Social Assistance
Physical Therapist Aides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 31-2022.00
Documentation copilotScheduling automationIntake assistant
#3Medium confidenceWorkflowCACostume Attendants
Personal Care and Service • Health Care and Social Assistance
Costume Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 77% • SOC 39-3092.00
CRM automationCommunication copilotWorkflow automation
#4High confidenceInsightFSFirst-Line Supervisors of Gambling Services Workers
Personal Care and Service • Health Care and Social Assistance
First-Line Supervisors of Gambling Services Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 77% • SOC 39-1013.00
CRM automationCommunication copilotWorkflow automation
#5High confidenceAnalysisVAVeterinary Assistants and Laboratory Animal Caretakers
Healthcare Support • Health Care and Social Assistance
Veterinary Assistants and Laboratory Animal Caretakers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 31-9096.00
Documentation copilotScheduling automationIntake assistant
#6High confidenceInsightPCPersonal Care Aides
Healthcare Support • Health Care and Social Assistance
Personal Care Aides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 31-1122.00
Documentation copilotScheduling automationIntake assistant
#7High confidenceInsightPAPharmacy Aides
Healthcare Support • Health Care and Social Assistance
Pharmacy Aides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 31-9095.00
Documentation copilotScheduling automationIntake assistant
#8High confidencePlanningHHHome Health Aides
Healthcare Support • Health Care and Social Assistance
Home Health Aides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 31-1121.00
Documentation copilotScheduling automationIntake assistant
#9Low confidenceWorkflowEAEntertainment Attendants and Related Workers, All Other
Personal Care and Service • Health Care and Social Assistance
Entertainment Attendants and Related Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 39-3099.00
CRM automationCommunication copilotWorkflow automation
#10High confidenceSystemsMUMorticians, Undertakers, and Funeral Arrangers
Personal Care and Service • Health Care and Social Assistance
Morticians, Undertakers, and Funeral Arrangers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 39-4031.00
CRM automationCommunication copilotWorkflow automation
#11High confidenceInsightFAFuneral Attendants
Personal Care and Service • Health Care and Social Assistance
Funeral Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 39-4021.00
CRM automationCommunication copilotWorkflow automation
#12High confidenceSystemsMTMassage Therapists
Healthcare Support • Health Care and Social Assistance
Massage Therapists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 31-9011.00
Documentation copilotScheduling automationIntake assistant
#13High confidenceAnalysisMEMedical Equipment Preparers
Healthcare Support • Health Care and Social Assistance
Medical Equipment Preparers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 31-9093.00
Documentation copilotScheduling automationIntake assistant
#14High confidenceToolingSPSpeech-Language Pathology Assistants
Healthcare Support • Health Care and Social Assistance
Speech-Language Pathology Assistants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 31-9099.01
Documentation copilotScheduling automationIntake assistant
#15Medium confidenceProductivityTGTravel Guides
Personal Care and Service • Health Care and Social Assistance
Travel Guides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 39-7012.00
CRM automationCommunication copilotWorkflow automation
#16High confidencePlanningETExercise Trainers and Group Fitness Instructors
Personal Care and Service • Health Care and Social Assistance
Exercise Trainers and Group Fitness Instructors shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 39-9031.00
CRM automationCommunication copilotWorkflow automation
#17High confidenceWorkflowFAForest and Conservation Technicians
Life, Physical, and Social Science • Health Care and Social Assistance
Forest and Conservation Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 19-4071.00
Research assistantData analysis suiteWorkflow automation
#18High confidenceProductivityNANursing Assistants
Healthcare Support • Health Care and Social Assistance
Nursing Assistants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 31-1131.00
Documentation copilotScheduling automationIntake assistant
#19High confidenceExecutionPTPhysical Therapist Assistants
Healthcare Support • Health Care and Social Assistance
Physical Therapist Assistants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 31-2021.00
Documentation copilotScheduling automationIntake assistant
#20High confidenceSystemsOTOccupational Therapy Aides
Healthcare Support • Health Care and Social Assistance
Occupational Therapy Aides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 31-2012.00
Documentation copilotScheduling automationIntake assistant
#21High confidenceExecutionCOCrematory Operators
Personal Care and Service • Health Care and Social Assistance
Crematory Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 39-4012.00
CRM automationCommunication copilotWorkflow automation
#22High confidenceAnalysisOTOccupational Therapy Assistants
Healthcare Support • Health Care and Social Assistance
Occupational Therapy Assistants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 31-2011.00
Documentation copilotScheduling automationIntake assistant
#23High confidenceAnalysisOOrderlies
Healthcare Support • Health Care and Social Assistance
Orderlies shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 31-1132.00
Documentation copilotScheduling automationIntake assistant
#24High confidencePlanningPAPsychiatric Aides
Healthcare Support • Health Care and Social Assistance
Psychiatric Aides shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 31-1133.00
Documentation copilotScheduling automationIntake assistant
#25High confidenceExecutionETEndoscopy Technicians
Healthcare Support • Health Care and Social Assistance
Endoscopy Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 31-9099.02
Documentation copilotScheduling automationIntake assistant
#26High confidenceInsightGDGambling Dealers
Personal Care and Service • Health Care and Social Assistance
Gambling Dealers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 39-3011.00
CRM automationCommunication copilotWorkflow automation
#27Low confidenceToolingSSSocial Scientists and Related Workers, All Other
Life, Physical, and Social Science • Health Care and Social Assistance
Social Scientists and Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 19-3099.00
Research assistantData analysis suiteWorkflow automation
#28High confidenceToolingSTSurgical Technologists
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#29Low confidenceToolingHSHealthcare Support Workers, All Other
Healthcare Support • Health Care and Social Assistance
Healthcare Support Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 31-9099.00
Documentation copilotScheduling automationIntake assistant
#30High confidenceInsightMTMedical Transcriptionists
Healthcare Support • Health Care and Social Assistance
Medical Transcriptionists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 31-9094.00
Documentation copilotScheduling automationIntake assistant
#31High confidenceProductivityPParamedics
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#32Low confidenceWorkflowSASurgeons, All Other
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#33High confidenceInsightSASurgical Assistants
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#34High confidenceWorkflowDADental Assistants
Healthcare Support • Health Care and Social Assistance
Dental Assistants is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 31-9091.00
Documentation copilotScheduling automationIntake assistant
#35High confidenceOperationsDTDietetic Technicians
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#36High confidenceExecutionMAMedical Assistants
Healthcare Support • Health Care and Social Assistance
Medical Assistants is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 31-9092.00
Documentation copilotScheduling automationIntake assistant
#37High confidenceSystemsNTNeurodiagnostic Technologists
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#38High confidenceExecutionVTVeterinary Technologists and Technicians
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#39High confidenceExecutionMRMagnetic Resonance Imaging Technologists
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#40Medium confidenceCoordinationPRPatient Representatives
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#41High confidenceWorkflowRTRadiation Therapists
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#42High confidenceOperationsHAHearing Aid Specialists
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#43Low confidenceOperationsPAPsychologists, All Other
Life, Physical, and Social Science • Health Care and Social Assistance
Psychologists, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 51% • SOC 19-3039.00
Research assistantData analysis suiteWorkflow automation
#44High confidenceToolingOMOphthalmic Medical Technologists
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#45Medium confidenceAnalysisQCQuality Control Analysts
Life, Physical, and Social Science • Health Care and Social Assistance
Quality Control Analysts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 19-4099.01
Research assistantData analysis suiteWorkflow automation
#46Low confidenceAnalysisEEmbalmers
Personal Care and Service • Health Care and Social Assistance
Embalmers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 39-4011.00
CRM automationCommunication copilotWorkflow automation
#47High confidencePlanningHTHydrologic Technicians
Life, Physical, and Social Science • Health Care and Social Assistance
Hydrologic Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 19-4044.00
Research assistantData analysis suiteWorkflow automation
#48High confidenceExecutionRTRadiologic Technologists and Technicians
Healthcare 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
Clinical documentation AIWorkflow automationDecision support
#49Low confidenceCoordinationSWSocial Workers, All Other
Community and Social Service • Health Care and Social Assistance
Social Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 21-1029.00
Case management toolsScheduling automationDocumentation copilot
#50Medium confidenceExecutionEMEmergency Medical Technicians
Healthcare 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
Clinical documentation AIWorkflow automationDecision support