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Food Cooking Machine Operators and Tenders

The short answer

This job is less likely to change much. Most of the work is the kind AI can't help with. In New York State, the number of these jobs is expected to shrink over the next decade, with about 135 openings expected each year.

Step 1

Where your job stands

Compared with other New York jobs, this one is in the second least exposed fifth for how much AI could touch it. Most of what it involves isn't the kind of work AI can take over.

How much AI could touch this job

Less exposedband 2 of 5
least exposedmost exposed

Looking at the job itself, AI could help with a small part of this job's tasks.

What this means

Compared with other New York jobs, this one is in the second least exposed fifth, out of 656 jobs we could rank. Read more in the methodology.

Step 2

What AI can and can’t help with in this job

This job is in the second least exposed fifth of New York jobs for AI exposure. The tasks below show why: most of what it involves is work AI can't simply take over.

AI can help with or automate about 12% of the tasks in this job.

Tasks AI can help with or automate

  1. Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.

    AI could do much of this on its own

  2. Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.

    AI could do much of this on its own

Tasks AI can't do much of

  1. Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses.

    AI is unlikely to speed this up

  2. Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

    AI is unlikely to speed this up

  3. Measure or weigh ingredients, using scales or measuring containers.

    AI is unlikely to speed this up

  4. Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.

    AI is unlikely to speed this up

  5. Set temperature, pressure, and time controls, and start conveyers, machines, or pumps.

    AI is unlikely to speed this up

Step 3

Jobs you could switch to

If you're thinking about a change, these are jobs your experience already fits—related work you could move into. Pick your area to see local options.

See related jobs in

The closest matches by the skills they use—each has projected openings in New York State, pays within reach of your job now, and is no more exposed to AI than your job. Each card shows what the move would take.

  • Adhesive Bonding Machine Operators and Tenders

    Very similar work
    slightly less pay32 openings/yrLess exposed than your job now

    Pays slightly less—$43,096 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Near Vision
    • Oral Comprehension
    • Problem Sensitivity

    New skills to build

    • Repairing
    • Equipment Maintenance
    • Response Orientation
    • Static Strength
    • Troubleshooting
  • Mixing and Blending Machine Setters, Operators, and Tenders

    Very similar work
    +16% pay313 openings/yrAbout as exposed as your job now

    Pays about 16% more—$54,380 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Near Vision
    • Oral Comprehension
    • Information Ordering

    New skills to build

    • Repairing
    • Equipment Maintenance
    • Response Orientation
    • Troubleshooting
  • Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

    Very similar work
    +23% pay272 openings/yrAbout as exposed as your job now

    Pays about 23% more—$57,270 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Problem Sensitivity
    • Near Vision
    • Oral Comprehension

    New skills to build

    • Repairing
    • Equipment Maintenance
    • Physics
    • Perceptual Speed
    • Gross Body Equilibrium
  • Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

    Very similar work
    +27% pay72 openings/yrLess exposed than your job now

    Pays about 27% more—$59,412 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Operations Monitoring
    • Near Vision
    • Administration and Management
    • Production and Processing
    • Problem Sensitivity

    New skills to build

    • Repairing
    • Response Orientation
    • Equipment Maintenance
    • Operation and Control
    • Public Safety and Security
  • Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

    Similar work
    +8% pay58 openings/yrAbout as exposed as your job now

    Pays about 8% more—$50,408 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Operations Monitoring
    • Problem Sensitivity
    • Near Vision
    • Production and Processing
    • Oral Comprehension

    Your current skills largely cover this move.

  • Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

    Similar work
    +1% pay45 openings/yrLess exposed than your job now

    Pays about 1% more—$47,350 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Near Vision
    • Control Precision
    • Operations Monitoring
    • Operation and Control

    New skills to build

    • Psychology
  • Metal-Refining Furnace Operators and Tenders

    Similar work
    +45% pay60 openings/yrLess exposed than your job now

    Pays about 45% more—$67,952 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Problem Sensitivity
    • Administration and Management
    • Near Vision

    New skills to build

    • Glare Sensitivity
    • Control Precision
    • Equipment Maintenance
    • Response Orientation
    • Engineering and Technology
  • Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

    Similar work
    slightly less pay231 openings/yrLess exposed than your job now

    Pays slightly less—$45,680 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Near Vision
    • Mechanical
    • Information Ordering

    New skills to build

    • Repairing
    • Response Orientation
    • Engineering and Technology
    • Perceptual Speed
    • Visualization
  • Cutting and Slicing Machine Setters, Operators, and Tenders

    Somewhat similar work
    +9% pay191 openings/yrLess exposed than your job now

    Pays about 9% more—$50,811 vs your $46,721 here.

    What the move takes

    Usually requires a high school diploma or equivalent, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Near Vision
    • Problem Sensitivity
    • Oral Comprehension

    New skills to build

    • Finger Dexterity
    • Quality Control Analysis
    • Equipment Maintenance
    • Repairing
    • Response Orientation
  • Machine Feeders and Offbearers

    Somewhat similar work
    slightly less pay94 openings/yrLess exposed than your job now

    Pays slightly less—$44,400 vs your $46,721 here.

    What the move takes

    Usually requires no formal educational credential, plus short-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Production and Processing
    • Operations Monitoring
    • Mechanical
    • Near Vision
    • Reaction Time

    Your current skills largely cover this move.

  • Cooks, Restaurant

    Somewhat similar work
    slightly less pay12,822 openings/yrLess exposed than your job now

    Pays slightly less—$44,784 vs your $46,721 here.

    What the move takes

    Usually requires no formal educational credential, with less than 5 years of experience, plus moderate-term on-the-job training.

    Getting ready typically takes up to about a year.

    Skills you already have

    • Near Vision
    • Food Production
    • Problem Sensitivity
    • Information Ordering
    • Oral Comprehension

    Your current skills largely cover this move.