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 ServiceHealth 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 SupportHealth 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 ServiceHealth 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 ServiceHealth 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 SupportHealth 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 SupportHealth 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 SupportHealth 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 SupportHealth 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 ServiceHealth 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 ServiceHealth 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 ServiceHealth 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 SupportHealth 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 SupportHealth 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 SupportHealth 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 ServiceHealth 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 ServiceHealth 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 ScienceHealth 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 SupportHealth 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 SupportHealth 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 SupportHealth 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 ServiceHealth 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 SupportHealth 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 SupportHealth 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 SupportHealth 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 SupportHealth 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 ServiceHealth 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 ScienceHealth 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 TechnicalHealth 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 SupportHealth 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 SupportHealth 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 TechnicalHealth 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 TechnicalHealth 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 TechnicalHealth 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 SupportHealth 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 TechnicalHealth 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 SupportHealth 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 TechnicalHealth 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 TechnicalHealth 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 TechnicalHealth 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 TechnicalHealth 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 TechnicalHealth 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 TechnicalHealth 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 ScienceHealth 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 TechnicalHealth 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 ScienceHealth 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 ServiceHealth 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 ScienceHealth 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 TechnicalHealth 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 ServiceHealth 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 TechnicalHealth 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