As of June 2026, Bakers has an AI-exposure score of 48/100 (Moderate exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Bakers

48/100
Moderate exposure
LowModerateElevatedHighVery High

More exposed than 29% of the roles we track. Median pay ~US$37,160. About 39,900 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How this role compares to similar Production roles

Bakers (this role)
48
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48
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
48
Model Makers, Metal and Plastic
48
Meat, Poultry, and Fish Cutters and Trimmers
49
Helpers--Production Workers
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Data sources, not endorsements: O*NET task data, BLS employment/pay/demand, and Anthropic Economic Index signals.Methodology Data sources
Role snapshot

What this role usually involves

O*NET 29.1 exact occupation

Mix and bake ingredients to produce breads, rolls, cookies, cakes, pies, pastries, or other baked goods.

Common titles
BakerDough MixerMixerPastry ChefCake DecoratorScaler
Typical preparation
Some Preparation Needed: These occupations usually require a high school diploma. Some previous work-related skill, knowledge, or experience is usually needed. For example, a teller would benefit from experience working directly with the public.
Skills and knowledge
MonitoringActive LearningCoordinationCritical ThinkingJudgment and Decision MakingSpeaking
Tools and technology
Microsoft ExcelMicrosoft Office softwareMicrosoft PowerPointMicrosoft WordADP Enterprise eTIMEAfcom Datasafe Computer Services FlexiBake
Work context
Frequent contact with othersFace-to-face discussionsDecision latitudeTelephoneIndoor controlled setting

Source: O*NET 29.1 exact occupation - Bakers, SOC 51-3011.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

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Bakers tasks, by AI exposure

Automatable

No automatable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (100%).

Augmentable
  • Prepare or maintain inventory or production records.
  • Direct or coordinate bakery deliveries.
16 more augmentable tasks locked in the report.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (100%).

We analyzed all 18 Bakers tasks — 18 augmentable. The full task map — every task with exactly what to do about each — is in your Career Report.

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Full task map

Every task scored with what to automate, augment, or protect.

Safer role shortlist

5-10 adjacent roles with salary, demand, and reachability.

30/60/90 plan + PDF

A keepable roadmap plus resume and LinkedIn repositioning.

Grounded in O*NET + the Anthropic Economic Index + BLS — not generic ChatGPT advice.

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Safer adjacent roles

Food Batchmakers
80% skills overlap · Elevated exposure · ~US$42,290
55
7 more safer roles with salary, demand & a reachability map — in your Career Report.
AI-augmentation kit (prompt preview) You are my AI copilot for "Prepare or maintain inventory or production records.". I'll paste the inputs; draft the first version and flag exactly what needs my judgment, then iterate until…
The full, copy-paste-ready prompt — one per exposed task — is in your Career Report.

Your AI-Safe Career Report

Every task scored with what to do about it · 5–10 safer roles with salary, demand & reachability · skill-gap map · a 30/60/90-day roadmap · plus a résumé & LinkedIn rewrite · PDF.
Grounded in O*NET + the Anthropic Economic Index + BLS — personalized to your role.

Workers with AI skills earn a roughly 62% wage premium — adapting pays. — PwC Global AI Jobs Barometer, 2026

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.

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Bakers — median pay by US state (BLS OEWS, USD)

California: US$43,120New York: US$38,660Texas: US$33,790

Median annual wage, in USD. US national: US$37,160. More states are being added.

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