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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