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Food Preparation & Service
68 occupations
Theoretical12%
Observed2%
Exposure Gap10pp
The difference between what AI could theoretically automate and what is actually observed in practice.
Avg. Risk
17/100
Highest Risk
50/100
Hotel, Motel, and Resort Desk Clerks
Lowest Risk
4/100
Sushi Chefs
occupations
68
View all occupations
High
Hotel, Motel, and Resort Desk Clerks
Risk Score
50/100
2024-34:~+4.0%
~230K jobsView details
High
Concierges
Risk Score
50/100
2024-34:~+7.0%
~37K jobsView details
Medium
Food Roasting Machine Operators
Risk Score
47/100
2024-34:~+1.0%
~18K jobsView details
Medium
Counter Attendants
Risk Score
39/100
2024-34:~-2.0%
~486K jobsView details
Medium
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Risk Score
37/100
2024-34:~-2.0%
~380K jobsView details
Medium
Sommeliers
Risk Score
30/100
2024-34:~+5.0%
~9K jobsView details
Medium
Tour Guides
Risk Score
30/100
2024-34:~+8.0%
~48K jobsView details
Low
Room Service Attendants
Risk Score
29/100
2024-34:~-1.0%
~52K jobsView details
Medium
Agricultural Inspectors
Risk Score
26/100
2024-34:~+2.0%
~16K jobsView details
Medium
Hotel Managers
Risk Score
26/100
2024-34:~+7.0%
~55K jobsView details
Low
Valet Parking Attendants
Risk Score
26/100
2024-34:~-3.0%
~134K jobsView details
Medium
Casino Hosts
Risk Score
26/100
2024-34:~+6.0%
~12K jobsView details
Medium
Dietary Technicians
Risk Score
26/100
2024-34:~+2.0%
~33K jobsView details
Medium
Catering Managers
Risk Score
26/100
2024-34:~+10.0%
~15K jobsView details
Medium
Food Service Managers
Risk Score
25/100
2024-34:~+8.0%
~340K jobsView details
Medium
Food Safety Specialists
Risk Score
24/100
2024-34:~+7.0%
~18K jobsView details
Medium
Wine Stewards
Risk Score
22/100
2024-34:~+9.0%
~8K jobsView details
Medium
Catering Coordinators
Risk Score
22/100
2024-34:~+8.0%
~29K jobsView details
Medium
Banquet Managers
Risk Score
22/100
2024-34:~+6.0%
~35K jobsView details
Low
Banquet Servers
Risk Score
21/100
2024-34:~+3.0%
~2.2M jobsView details
Low
Baristas
Risk Score
20/100
2024-34:~+2.0%
~280K jobsView details
Low
Butchers and Meat Cutters
Risk Score
20/100
2024-34:~-3.0%
~138K jobsView details
Medium
Food Batchmakers
Risk Score
20/100
2024-34:~-2.0%
~68K jobsView details
Medium
Kitchen Managers
Risk Score
20/100
2024-34:~+6.0%
~352K jobsView details
Low
Dry Cleaning Workers
Risk Score
19/100
2024-34:~-10.0%
~143K jobsView details
Low
Food Styling Specialists
Risk Score
19/100
2024-34:~+1.0%
~13K jobsView details
Medium
Funeral Directors
Risk Score
18/100
2024-34:~+4.0%
~37K jobsView details
Low
Ice Cream Makers
Risk Score
18/100
2024-34:~+3.0%
~14K jobsView details
Medium
Sommelier Consultants
Risk Score
18/100
2024-34:~+5.0%
~9K jobsView details
Low
Pest Control Workers
Risk Score
16/100
2024-34:~+4.0%
~90K jobsView details
Low
Supervisors of Building and Grounds Cleaning Workers
Risk Score
16/100
2024-34:~+5.0%
~263K jobsView details
Very Low
Food Preparation Workers
Risk Score
16/100
2024-34:~-3.0%
~865K jobsView details
Low
Fast Food and Counter Workers
Risk Score
15/100
2024-34:~+7.0%
~3.7M jobsView details
Low
Banquet Captains
Risk Score
15/100
2024-34:~+6.0%
~13K jobsView details
Low
Laundry and Dry-Cleaning Workers
Risk Score
14/100
2024-34:~-7.0%
~210K jobsView details
Low
Cooks, Institution and Cafeteria
Risk Score
14/100
2024-34:~+6.0%
~459K jobsView details
Low
Pastry Chefs
Risk Score
14/100
2024-34:~+5.0%
~211K jobsView details
Very Low
Housekeepers
Risk Score
14/100
2024-34:~0.0%
~922K jobsView details
Low
Recreation Workers
Risk Score
14/100
2024-34:~+4.0%
~316K jobsView details
Low
Food Cooking Machine Operators
Risk Score
14/100
2024-34:~+1.0%
~43K jobsView details
Low
Beverage Directors
Risk Score
14/100
2024-34:~+10.0%
~46K jobsView details
Low
Food Truck Operators
Risk Score
13/100
2024-34:~+6.0%
~35K jobsView details
Low
Event Caterers
Risk Score
12/100
2024-34:~+6.0%
~156K jobsView details
Low
Florists
Risk Score
12/100
2024-34:~-8.0%
~39K jobsView details
Low
Travel Attendants
Risk Score
11/100
2024-34:~+5.0%
~56K jobsView details
Very Low
Food Service Supervisors
Risk Score
10/100
2024-34:~+7.0%
~1.0M jobsView details
Low
Meat Cutters and Trimmers
Risk Score
10/100
2024-34:~-3.0%
~116K jobsView details
Very Low
Buffet Attendants
Risk Score
10/100
2024-34:~+4.0%
~46K jobsView details
Low
Head Cooks
Risk Score
10/100
2024-34:~+6.0%
~163K jobsView details
Low
Personal Care Aides
Risk Score
9/100
2024-34:~+21.0%
~2.9M jobsView details
Low
Spa Therapists
Risk Score
9/100
2024-34:~+18.0%
~186K jobsView details
Very Low
Garde Manger Chefs
Risk Score
9/100
2024-34:~+5.0%
~163K jobsView details
Very Low
Dishwashers
Risk Score
8/100
2024-34:~0.0%
~540K jobsView details
Low
Dining Room Attendants
Risk Score
8/100
2024-34:~+6.0%
~302K jobsView details
Very Low
Amusement and Recreation Attendants
Risk Score
8/100
2024-34:~+3.0%
~322K jobsView details
Very Low
Waiters and Waitresses
Risk Score
7/100
2024-34:~+5.0%
~2.3M jobsView details
Very Low
Pet Groomers
Risk Score
7/100
2024-34:~+15.0%
~74K jobsView details
Very Low
Cafeteria Cooks
Risk Score
7/100
2024-34:~+5.0%
~394K jobsView details
Very Low
Cooks, Restaurant
Risk Score
6/100
2024-34:~+6.0%
~1.5M jobsView details
Very Low
Janitors and Cleaners
Risk Score
6/100
2024-34:~+4.0%
~2.3M jobsView details
Very Low
Bakers
Risk Score
6/100
2024-34:~+5.0%
~200K jobsView details
Very Low
Short Order Cooks
Risk Score
6/100
2024-34:~-6.0%
~132K jobsView details
Very Low
Childcare Workers
Risk Score
5/100
2024-34:~+3.0%
~576K jobsView details
Very Low
Nannies
Risk Score
5/100
2024-34:~+18.0%
~1.2M jobsView details
Very Low
Funeral Attendants
Risk Score
5/100
2024-34:~+6.0%
~27K jobsView details
Very Low
Nonrestaurant Food Servers
Risk Score
5/100
2024-34:~+7.0%
~216K jobsView details
Very Low
Bartenders
Risk Score
4/100
2024-34:~+3.0%
~654K jobsView details
Very Low
Sushi Chefs
Risk Score
4/100
2024-34:~+8.0%
~48K jobsView details