Category Ranking
Ranking for category: Food Preparation and Serving Related.
#1Medium confidenceWorkflowFSFood Preparation and Serving Related • Accommodation and Food Services
A large share of Food Servers, Nonrestaurant tasks are currently automatable in Food Service Contractors.
Exposure benchmark: 88% • SOC 35-3041.00
#2Low confidenceCoordinationBFood Preparation and Serving Related • Accommodation and Food Services
A large share of Bartenders tasks are currently automatable in Rooming and Boarding Houses, Dormitories, and Workers' Camps.
Exposure benchmark: 87% • SOC 35-3011.00
#3High confidenceAnalysisCFFood Preparation and Serving Related • Accommodation and Food Services
A large share of Cooks, Fast Food tasks are currently automatable in Limited-Service Restaurants.
Exposure benchmark: 85% • SOC 35-2011.00
#4High confidenceWorkflowDRFood Preparation and Serving Related • Accommodation and Food Services
A large share of Dining Room and Cafeteria Attendants and Bartender Helpers tasks are currently automatable in Mobile Food Services.
Exposure benchmark: 83% • SOC 35-9011.00
#5Medium confidenceOperationsCIFood Preparation and Serving Related • Accommodation and Food Services
A large share of Cooks, Institution and Cafeteria tasks are currently automatable in Food Service Contractors.
Exposure benchmark: 81% • SOC 35-2012.00
#6High confidenceExecutionFFFood Preparation and Serving Related • Accommodation and Food Services
A large share of Fast Food and Counter Workers tasks are currently automatable in Hotels (except Casino Hotels) and Motels.
Exposure benchmark: 80% • SOC 35-3023.00
#7Medium confidenceCoordinationFSFood Preparation and Serving Related • Accommodation and Food Services
A large share of First-Line Supervisors of Food Preparation and Serving Workers tasks are currently automatable in Cafeterias, Grill Buffets, and Buffets.
Exposure benchmark: 80% • SOC 35-1012.00
#8Medium confidenceAnalysisWAFood Preparation and Serving Related • Accommodation and Food Services
A large share of Waiters and Waitresses tasks are currently automatable in RV (Recreational Vehicle) Parks and Campgrounds.
Exposure benchmark: 80% • SOC 35-3031.00
#9Low confidencePlanningDFood Preparation and Serving Related • Accommodation and Food Services
Dishwashers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 35-9021.00
#10Medium confidenceAnalysisHAFood Preparation and Serving Related • Accommodation and Food Services
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 35-9031.00
#11High confidencePlanningFPFood Preparation and Serving Related • Accommodation and Food Services
Food Preparation Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 35-2021.00
#12Medium confidenceWorkflowBFood Preparation and Serving Related • Accommodation and Food Services
Baristas shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 35-3023.01
#13Low confidenceOperationsCAFood Preparation and Serving Related • Accommodation and Food Services
Cooks, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 35-2019.00
#14Low confidenceCoordinationCPFood Preparation and Serving Related • Accommodation and Food Services
Cooks, Private Household shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 35-2013.00
#15High confidenceOperationsCRFood Preparation and Serving Related • Accommodation and Food Services
Cooks, Restaurant shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 35-2014.00
#16High confidenceSystemsCSFood Preparation and Serving Related • Accommodation and Food Services
Cooks, Short Order shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 35-2015.00
#17High confidencePlanningCAFood Preparation and Serving Related • Accommodation and Food Services
Chefs and Head Cooks shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 35-1011.00
#18Low confidenceProductivityFPFood Preparation and Serving Related • Accommodation and Food Services
Food Preparation and Serving Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 35-9099.00