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JOB REPORT / 51-3091 · 19 TASKS

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders.

Can AI do the work of Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Record production data
  • Read work orders to determine quantities and types…

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

WHAT WE LOOKED AT

Your job, task by task.

4 of 19 tasks reviewed

This job has 19 core tasks. We went through 4 of them, one at a time.

Task by task, from the work Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.

    AI DOES

    Pulls sensor data, fills in log templates, and flags unusual readings automatically

    YOU DO

    Verify real-world conditions and catch errors sensors might miss

  2. TASK 02

    Read work orders to determine quantities and types of products to be baked, dried, or roasted.

    AI DOES

    Reads and extracts key details from work orders, like quantities, product types, and timing

    YOU DO

    Confirm the info makes sense for today's actual batch and equipment setup

  3. TASK 03

    Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.

    AI DOES

    Reads digital sensor data and flags when readings drift out of range

    YOU DO

    Physically inspect samples, adjust valves, and use sensory judgment on the floor

  4. TASK 04

    Weigh or measure products, using scale hoppers or scale conveyors.

    AI DOES

    Monitors sensor data and flags weight errors on connected smart scales

    YOU DO

    Physically load, adjust, and verify products on real equipment

START LEARNING AI

Practice AI.
Use your judgment.

There are 4 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.