Category Ranking
Ranking for category: Personal Care and Service.
#1High confidenceAnalysisAAPersonal 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
#2High confidenceCoordinationACPersonal Care and Service • Other Services (except Public Administration)
A large share of Animal Caretakers tasks are currently automatable in Electronic and Precision Equipment Repair and Maintenance.
Exposure benchmark: 82% • SOC 39-2021.00
#3Medium confidenceProductivityLRPersonal Care and Service • Other Services (except Public Administration)
Locker Room, Coatroom, and Dressing Room Attendants shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 39-3093.00
#4Medium confidenceWorkflowCAPersonal 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
#5High confidenceInsightFSPersonal 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
#6High confidenceOperationsGAPersonal Care and Service • Other Services (except Public Administration)
Gambling and Sports Book Writers and Runners shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 77% • SOC 39-3012.00
#7Medium confidenceCoordinationMAPersonal Care and Service • Arts, Entertainment, and Recreation
Manicurists and Pedicurists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 39-5092.00
#8Low confidenceOperationsSPersonal Care and Service • Other Services (except Public Administration)
Shampooers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 39-5093.00
#9Low confidenceWorkflowEAPersonal 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
#10High confidenceSystemsCWPersonal Care and Service • Arts, Entertainment, and Recreation
Childcare Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 39-9011.00
#11High confidenceSystemsMUPersonal 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
#12High confidenceInsightFAPersonal 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
#13High confidenceAnalysisNPersonal Care and Service • Arts, Entertainment, and Recreation
Nannies shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 39-9011.01
#14Medium confidenceProductivityTGPersonal 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
#15Low confidenceToolingPCPersonal Care and Service • Other Services (except Public Administration)
Personal Care and Service Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 39-9099.00
#16High confidencePlanningULPersonal Care and Service • Other Services (except Public Administration)
Ushers, Lobby Attendants, and Ticket Takers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 39-3031.00
#17High confidencePlanningETPersonal 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
#18High confidenceExecutionATPersonal Care and Service • Arts, Entertainment, and Recreation
Animal Trainers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 39-2011.00
#19Medium confidenceAnalysisBPPersonal Care and Service • Arts, Entertainment, and Recreation
Baggage Porters and Bellhops shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 39-6011.00
#20High confidenceExecutionCOPersonal 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
#21Medium confidenceInsightMPPersonal Care and Service • Other Services (except Public Administration)
Motion Picture Projectionists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 39-3021.00
#22Medium confidenceExecutionFSPersonal Care and Service • Other Services (except Public Administration)
First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 39-1014.00
#23High confidenceSystemsHHPersonal Care and Service • Other Services (except Public Administration)
Hairdressers, Hairstylists, and Cosmetologists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 39-5012.00
#24High confidenceInsightGDPersonal 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
#25High confidenceAnalysisTGPersonal Care and Service • Other Services (except Public Administration)
Tour Guides and Escorts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 39-7011.00
#26High confidenceOperationsRAPersonal Care and Service • Other Services (except Public Administration)
Residential Advisors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 39-9041.00
#27Medium confidenceInsightMAPersonal Care and Service • Other Services (except Public Administration)
Makeup Artists, Theatrical and Performance is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 39-5091.00
#28High confidencePlanningSSPersonal Care and Service • Other Services (except Public Administration)
Skincare Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 39-5094.00
#29Low confidenceAnalysisFSPersonal Care and Service • Other Services (except Public Administration)
First-Line Supervisors of Personal Service Workers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 39-1022.00
#30Low confidenceOperationsGSPersonal Care and Service • Arts, Entertainment, and Recreation
Gambling Service Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 39-3019.00
#31Low confidenceAnalysisEPersonal 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
#32Medium confidenceExecutionBPersonal Care and Service • Other Services (except Public Administration)
Barbers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 39-5011.00
#33High confidenceToolingCPersonal Care and Service • Arts, Entertainment, and Recreation
Concierges is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 39-6012.00
#34High confidenceWorkflowRWPersonal Care and Service • Other Services (except Public Administration)
Recreation Workers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 39-9032.00