Food & BeverageCompare

Baker

O*NET: Bakers·51-3011.00

The Verdict:Baking requires hands-on mixing, kneading, shaping dough, and sensory adjustments in hot kitchens that current robotics cannot match for varied products. AI aids recipes, inventory, and scheduling to make bakers more efficient. Preference for fresh, human-crafted goods provides ongoing protection as demand grows.

Resilience Score

/100

Resilient

Score tiers

Highly Resilient81–100

Resilient61–80

Moderate Risk41–60

High Risk21–40

Critical Risk0–20

How is this scored?

Task Resilience

How much of this role's daily work remains beyond AI and robotic automation.

30% of score

Physical Presence

The degree to which this job needs a human present — hands-on, in the field, or in the room.

20% of score

Human Necessity

How important the unique human edge is — for trust, accountability, or judgment.

15% of score

Regulatory Shield

How strong the legal requirement is for a human in this job (by law, licensing, or credentials).

13% of score

Technological Maturity

How far AI remains from performing this role's core functions.

10% of score

Displacement Evidence

The volume of jobs in this field being eliminated by AI or automation right now.

12% of score

Score last updated: February 2026Full methodology

Avg Salary

Median annual wage from the Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS), May 2024 release.

$37k

Job Growth (10yr)

Projected change in total number of jobs (not salary) from 2024–2034. Source: Bureau of Labor Statistics Employment Projections.

+5.6%

AI Exposure

Percentage of this role's analyzed tasks that AI can handle autonomously or nearly so. 1 of 18 tasks are classified as AI-exposed.

Low exposure

Task Analysis

This role's core work is hard to automate.
13 of 18 tasks require human judgment, presence, or trust. The 22% that are AI-leverage offer an edge — professionals who learn these tools will outperform those who don't.

1exposed

4AI leverage

13human-essential

View all 18 tasks

AI Can Handle This1 task

Tasks AI can do autonomously or nearly so

Prepare or maintain inventory or production records.

AI Leverage4 tasks

Master these tools — humans who do outperform those who don't

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

Direct or coordinate bakery deliveries.

Order or receive supplies or equipment.

Develop new recipes for baked goods.

Human Advantage13 tasks

Tasks requiring trust, presence, or novel judgment

Set oven temperatures, and place items into hot ovens for baking.

Combine measured ingredients in bowls of mixing, blending, or cooking machinery.

Place dough in pans, molds, or on sheets, and bake in production ovens or on grills.

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

Measure or weigh flour or other ingredients to prepare batters, doughs, fillings, or icings, using scales or graduated containers.

Observe color of products being baked, and adjust oven temperatures, humidity, or conveyor speeds accordingly.

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

Check equipment to ensure that it meets health and safety regulations, and perform maintenance or cleaning, as necessary.

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

Apply glazes, icings, or other toppings to baked goods, using spatulas or brushes.

Decorate baked goods, such as cakes or pastries.

Roll, knead, cut, or shape dough to form sweet rolls, pie crusts, tarts, cookies, or other products.

Operate slicing or wrapping machines.

Resilience Landscape

Baker lands in Stable, Lower Pay

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