AI Career Radar

Food Cooking Machine Operators and Tenders

Operate or tend cooking equipment, such as steam cooking vats, deep fry cookers, pressure cookers, kettles, and boilers, to prepare food products.

AI exposure36 / 100Moderate exposure

Based on O*NET work context for this occupation. This score does not predict individual job losses.

What drives the score

Automation and repetition raise exposure; freedom to set tasks lowers it. Each measure uses a 0–100 scale.

Degree of automation47
Freedom to set tasks94
Repeating the same tasks51
$41,590Median annual wage, U.S.BLS OEWS
-0.3%Jobs, 2025 to 2035 (decline)BLS Employment Projections
44Skill durability (fragile)Transferability, out of 100

How well your skills transfer

Each skill is scored on how well it transfers into occupations that are growing and less exposed. The ones high on both importance and transfer are worth deepening.

Highest transferability first

Both scores out of 100

Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Monitoring
63
53
Active Listening
63
50
Critical Thinking
63
50
Judgment and Decision Making
63
44
Speaking
63
41
Coordination
62
47
Complex Problem Solving
62
47
Active Learning
62
41
Reading Comprehension
61
53
Time Management
61
41
Show 25 more skills
Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Writing
60
44
Social Perceptiveness
60
41
Learning Strategies
58
28
Instructing
58
25
Systems Analysis
57
25
Systems Evaluation
56
28
Service Orientation
56
25
Persuasion
54
25
Mathematics
53
25
Science
52
22
Negotiation
52
22
Management of Personnel Resources
50
25
Operations Analysis
49
16
Installation
48
0
Quality Control Analysis
47
44
Troubleshooting
47
22
Management of Material Resources
47
22
Equipment Maintenance
47
16
Management of Financial Resources
47
16
Equipment Selection
47
13
Technology Design
47
9
Operations Monitoring
46
63
Repairing
46
9
Programming
45
6
Operation and Control
43
53

Compare how well you can use each skill in growing, low-exposure occupations with its importance in your current role. How we score skills.

Jobs you could move to

Compare related occupations by skill overlap, retraining effort, pay and projected growth. Choose a priority to adjust the ranking. Licensing requirements may limit some routes.

#1Massage TherapistsHealthcare Support
81/100 match
Median pay · U.S.
$58,450
10-yr growth
+15.3%
Skill gap
12%
Retraining
Low

Skills to build: Service Orientation, Speaking, Active Listening, Social Perceptiveness

80/100 match
Median pay · U.S.
$53,140
10-yr growth
+36.5%
Skill gap
28%
Retraining
Moderate

Skills to build: Installation, Troubleshooting, Active Learning, Quality Control Analysis

#3TapersSkilled Trades
79/100 match
Median pay · U.S.
$68,270
10-yr growth
-1.6%
Skill gap
4%
Retraining
Low
#4Wind Turbine Service TechniciansInstallation & Repair
79/100 match
Median pay · U.S.
$64,120
10-yr growth
+29.5%
Skill gap
32%
Retraining
Moderate

Skills to build: Repairing, Equipment Maintenance, Troubleshooting, Equipment Selection

#5Physical Therapist AssistantsHealthcare Support
78/100 match
Median pay · U.S.
$68,380
10-yr growth
+23%
Skill gap
28%
Retraining
Moderate

Skills to build: Service Orientation, Speaking, Social Perceptiveness, Instructing

78/100 match
Median pay · U.S.
$60,550
10-yr growth
-0.3%
Skill gap
6%
Retraining
Low

Skills to build: Speaking, Social Perceptiveness

A second source of income, before you need it

This page can tell you where Food Cooking Machine Operators and Tenders could go and what the move costs. The other route is not a move at all: something small of your own, running alongside the job, started while there is no pressure on it.

Where to learn the missing half: Google Career Certificates for systems analysis · active learning, LinkedIn Learning for writing · speaking, edX for mathematics · reading and PlanetNoCode for complex problem solving. Some of those are affiliate links. It never changes what we list.

Snapshot: O*NET 31.0, BLS OEWS May 2025, BLS Employment Projections 2025-2035. Scoring v2.1.0-onet-31.0. Method on the how it works page.