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).

Highest average sector exposure

Sectors ranked by average role exposure benchmark.

Highest average sector exposureSectors ranked by average role exposure benchmark.0%20%40%60%80%100%33 - Manufacturing33 - Manufacturing: 77% avg exposure77% avg exposure72 - Accommodation and Food Ser…72 - Accommodation and Food Services: 76% avg exposure76% avg exposure32 - Manufacturing32 - Manufacturing: 76% avg exposure76% avg exposure11 - Agriculture, Forestry, Fis…11 - Agriculture, Forestry, Fishing and Hunting: 74% avg exposure74% avg exposure45 - Retail Trade45 - Retail Trade: 73% avg exposure73% avg exposure48 - Transportation and Warehou…48 - Transportation and Warehousing: 67% avg exposure67% avg exposure81 - Other Services (except Pub…81 - Other Services (except Public Administration): 65% avg exposure65% avg exposure49 - Transportation and Warehou…49 - Transportation and Warehousing: 62% avg exposure62% avg exposure

Largest sector coverage

Sectors with the largest number of benchmarked roles.

Largest sector coverageSectors with the largest number of benchmarked roles.0%20%40%60%80%100%54 - Professional, Scientific, …54 - Professional, Scientific, and Technical Services: 187 roles187 roles62 - Health Care and Social Ass…62 - Health Care and Social Assistance: 151 roles151 roles31 - Manufacturing31 - Manufacturing: 85 roles85 roles92 - Public Administration92 - Public Administration: 85 roles85 roles33 - Manufacturing33 - Manufacturing: 63 roles63 roles56 - Administrative and Support…56 - Administrative and Support and Waste Management and Remediation Services: 61 roles61 roles52 - Finance and Insurance52 - Finance and Insurance: 56 roles56 roles61 - Educational Services61 - Educational Services: 45 roles45 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

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Accommodation and Food Services (72)

20 roles • 76% avg exposure

Highest: Food Servers, Nonrestaurant

Lowest: Food Preparation and Serving Related Workers, All Other

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Manufacturing (32)

25 roles • 76% avg exposure

Highest: Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Lowest: Machinists

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Agriculture, Forestry, Fishing and Hunting (11)

14 roles • 74% avg exposure

Highest: Agricultural Equipment Operators

Lowest: Logging Workers, All Other

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Retail Trade (45)

4 roles • 73% avg exposure

Highest: Parts Salespersons

Lowest: Advertising Sales Agents

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Transportation and Warehousing (48)

40 roles • 67% avg exposure

Highest: Bus Drivers, School

Lowest: Control and Valve Installers and Repairers, Except Mechanical Door

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Other Services (except Public Administration) (81)

20 roles • 65% avg exposure

Highest: Maids and Housekeeping Cleaners

Lowest: Recreation Workers

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Transportation and Warehousing (49)

8 roles • 62% avg exposure

Highest: Automotive and Watercraft Service Attendants

Lowest: Musical Instrument Repairers and Tuners

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Utilities (22)

15 roles • 61% avg exposure

Highest: Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons

Lowest: Civil Engineers

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Mining, Quarrying, and Oil and Gas Extraction (21)

22 roles • 60% avg exposure

Highest: Floor Sanders and Finishers

Lowest: Solar Thermal Installers and Technicians

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Real Estate and Rental and Leasing (53)

17 roles • 60% avg exposure

Highest: Dispatchers, Except Police, Fire, and Ambulance

Lowest: Quality Control Systems Managers

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Construction (23)

41 roles • 59% avg exposure

Highest: Paving, Surfacing, and Tamping Equipment Operators

Lowest: Environmental Engineering Technologists and Technicians

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Manufacturing (31)

85 roles • 59% avg exposure

Highest: Sewing Machine Operators

Lowest: Solar Energy Systems Engineers

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Retail Trade (44)

3 roles • 59% avg exposure

Highest: Sales and Related Workers, All Other

Lowest: Insurance Sales Agents

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Wholesale Trade (42)

12 roles • 59% avg exposure

Highest: Gambling Change Persons and Booth Cashiers

Lowest: Sales Engineers

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Arts, Entertainment, and Recreation (71)

20 roles • 56% avg exposure

Highest: Manicurists and Pedicurists

Lowest: Set and Exhibit Designers

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Administrative and Support and Waste Management and Remediation Services (56)

61 roles • 55% avg exposure

Highest: Landscaping and Groundskeeping Workers

Lowest: Chief Executives

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Finance and Insurance (52)

56 roles • 55% avg exposure

Highest: Order Clerks

Lowest: Architectural and Engineering Managers

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Information (51)

18 roles • 52% avg exposure

Highest: Designers, All Other

Lowest: News Analysts, Reporters, and Journalists

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Professional, 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

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Management of Companies and Enterprises (55)

4 roles • 47% avg exposure

Highest: Tax Preparers

Lowest: Purchasing Managers

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Health Care and Social Assistance (62)

151 roles • 41% avg exposure

Highest: Amusement and Recreation Attendants

Lowest: Nurse Anesthetists

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Public Administration (92)

85 roles • 41% avg exposure

Highest: First-Line Supervisors of Police and Detectives

Lowest: Mental Health Counselors

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Educational Services (61)

45 roles • 34% avg exposure

Highest: Career/Technical Education Teachers, Postsecondary

Lowest: Archivists

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Sector ranking

Health Care and Social Assistance (62)

Highest automation exposure roles in this sector. Showing top 50 results.

Amusement and Recreation Attendants analysis scene#1High confidenceAnalysisAA
Amusement 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Physical Therapist Aides operations scene#2High confidenceOperationsPT
Physical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Costume Attendants workflow scene#3Medium confidenceWorkflowCA
Costume 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
First-Line Supervisors of Gambling Services Workers insight scene#4High confidenceInsightFS
First-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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Veterinary Assistants and Laboratory Animal Caretakers analysis scene#5High confidenceAnalysisVA
Veterinary 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Personal Care Aides insight scene#6High confidenceInsightPC
Personal 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Pharmacy Aides insight scene#7High confidenceInsightPA
Pharmacy 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Home Health Aides planning scene#8High confidencePlanningHH
Home 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Entertainment Attendants and Related Workers, All Other workflow scene#9Low confidenceWorkflowEA
Entertainment 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Morticians, Undertakers, and Funeral Arrangers systems scene#10High confidenceSystemsMU
Morticians, 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Funeral Attendants insight scene#11High confidenceInsightFA
Funeral 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Massage Therapists systems scene#12High confidenceSystemsMT
Massage 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Medical Equipment Preparers analysis scene#13High confidenceAnalysisME
Medical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Speech-Language Pathology Assistants tooling scene#14High confidenceToolingSP
Speech-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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Travel Guides productivity scene#15Medium confidenceProductivityTG
Travel 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Exercise Trainers and Group Fitness Instructors planning scene#16High confidencePlanningET
Exercise 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Forest and Conservation Technicians workflow scene#17High confidenceWorkflowFA
Forest 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Nursing Assistants productivity scene#18High confidenceProductivityNA
Nursing 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Physical Therapist Assistants execution scene#19High confidenceExecutionPT
Physical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Occupational Therapy Aides systems scene#20High confidenceSystemsOT
Occupational 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Crematory Operators execution scene#21High confidenceExecutionCO
Crematory 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Occupational Therapy Assistants analysis scene#22High confidenceAnalysisOT
Occupational 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Orderlies analysis scene#23High confidenceAnalysisO
Orderlies

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Psychiatric Aides planning scene#24High confidencePlanningPA
Psychiatric 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Endoscopy Technicians execution scene#25High confidenceExecutionET
Endoscopy 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Gambling Dealers insight scene#26High confidenceInsightGD
Gambling 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Social Scientists and Related Workers, All Other tooling scene#27Low confidenceToolingSS
Social 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Surgical Technologists tooling scene#28High confidenceToolingST
Surgical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Healthcare Support Workers, All Other tooling scene#29Low confidenceToolingHS
Healthcare 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Medical Transcriptionists insight scene#30High confidenceInsightMT
Medical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Paramedics productivity scene#31High confidenceProductivityP
Paramedics

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Surgeons, All Other workflow scene#32Low confidenceWorkflowSA
Surgeons, 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Surgical Assistants insight scene#33High confidenceInsightSA
Surgical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Dental Assistants workflow scene#34High confidenceWorkflowDA
Dental 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Dietetic Technicians operations scene#35High confidenceOperationsDT
Dietetic 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Medical Assistants execution scene#36High confidenceExecutionMA
Medical 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Neurodiagnostic Technologists systems scene#37High confidenceSystemsNT
Neurodiagnostic 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Veterinary Technologists and Technicians execution scene#38High confidenceExecutionVT
Veterinary 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Magnetic Resonance Imaging Technologists execution scene#39High confidenceExecutionMR
Magnetic 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Patient Representatives coordination scene#40Medium confidenceCoordinationPR
Patient 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Radiation Therapists workflow scene#41High confidenceWorkflowRT
Radiation 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Hearing Aid Specialists operations scene#42High confidenceOperationsHA
Hearing 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Psychologists, All Other operations scene#43Low confidenceOperationsPA
Psychologists, 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Ophthalmic Medical Technologists tooling scene#44High confidenceToolingOM
Ophthalmic 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Quality Control Analysts analysis scene#45Medium confidenceAnalysisQC
Quality 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Embalmers analysis scene#46Low confidenceAnalysisE
Embalmers

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Hydrologic Technicians planning scene#47High confidencePlanningHT
Hydrologic 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Radiologic Technologists and Technicians execution scene#48High confidenceExecutionRT
Radiologic 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Social Workers, All Other coordination scene#49Low confidenceCoordinationSW
Social 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Emergency Medical Technicians execution scene#50Medium confidenceExecutionEM
Emergency 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Rankings by industry - replaced.fyi