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JOB REPORT / 51-3011 · 18 TASKS

Bakers.

Can AI do the work of Bakers?

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:

  • Adapt the quantity of ingredients to match the amount…
  • Prepare or maintain inventory or production records
  • Direct or coordinate bakery deliveries

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.

8 of 18 tasks reviewed

This job has 18 core tasks. We went through 8 of them, one at a time.

Task by task, from the work Bakers 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

    Adapt the quantity of ingredients to match the amount of items to be baked.

    AI DOES

    Scales ingredient quantities instantly for any batch size

    YOU DO

    Trust your senses when dough or batter feels off despite correct numbers

  2. TASK 02

    Prepare or maintain inventory or production records.

    AI DOES

    Logs inventory counts, flags low stock, and generates production summaries automatically

    YOU DO

    Physically check stock levels and confirm real-world numbers match the records

  3. TASK 03

    Direct or coordinate bakery deliveries.

    AI DOES

    Suggests delivery routes, tracks orders, and sends status updates

    YOU DO

    Handle unexpected problems and keep drivers and customers happy

  4. TASK 04

    Order or receive supplies or equipment.

    AI DOES

    Tracks inventory levels, flags low stock, and drafts purchase orders automatically

    YOU DO

    Physically check what arrived, inspect quality, and decide when something is good enough

  5. TASK 05

    Set time and speed controls for mixing machines, blending machines, or steam kettles so that ingredients will be mixed or cooked according to instructions.

    AI DOES

    Looks up recipe instructions and suggests time and speed settings

    YOU DO

    Physically set the controls and adjust based on what you see, hear, and smell in real time

  6. TASK 06

    Check the quality of raw materials to ensure that standards and specifications are met.

    AI DOES

    Looks up quality standards and helps log inspection results digitally

    YOU DO

    Use your senses to smell, feel, and inspect ingredients in person

  7. TASK 07SOURCE-BACKED TASK

    Develop new recipes for baked goods.

    AI DOES

    Suggests ingredient combinations and generates recipe drafts

    YOU DO

    Taste, adjust, and perfect the results

    About this analysis

    33% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  8. TASK 08

    Check products for quality, and identify damaged or expired goods.

    AI DOES

    Flags expiration dates in inventory software

    YOU DO

    Trust your senses to catch real texture, smell, and visual defects

START LEARNING AI

Practice AI.
Use your judgment.

There are 8 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.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.