As of July 2026, Bakers has an AI-exposure score of 48/100 (Moderate exposure) on the AI-Safe Careers index. This is an estimate of task exposure, not a prediction of job loss.
Score inputs for this role: This role starts from O*NET 29.1 occupational descriptors and is empirically grounded by Penn/OpenAI GPTs are GPTs study, Anthropic Economic Index (June 26, 2026), Felten, Raj and Seamans AIOE index. BLS labor-market figures are separate context, not score inputs.

AI Exposure Score for

Bakers

48/100
Moderate exposure
LowModerateElevatedHighVery High

More exposed than 26% 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
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
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
47
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Data sources, not endorsements: O*NET and curated role data; empirical AI signals where matched; BLS employment, pay, and demand as separate context.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
O*NET job-zone preparation
Job Zone 2 · Some Preparation Needed These occupations usually require a high school diploma. Some previous work-related skill, knowledge, or experience is usually needed.

Broad guidance for this preparation level; exact requirements vary by role and employer.

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.

Adjacent path comparison

Related roles with exposure deltas, salary, demand, and reachability. Lower-exposure options appear only when the data supports them.

30/60/90 plan + PDF

A keepable roadmap plus resume and LinkedIn repositioning.

Grounded in O*NET-linked or curated role data, with Penn, Anthropic Economic Index, and AIOE signals where matched. BLS labor-market context is separate - not generic advice.

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Adjacent career paths

Relatedness shows how reachable a move may be. A path is labeled lower exposure only when its score is at least 6 points lower; every row shows the measured difference.

Food Batchmakers
80% skills overlap; 7 points higher - higher exposure; Elevated band; ~US$42,290
View path
55
7 more adjacent paths with exposure deltas, salary, demand, and reachability in your Career Report.
Agent Reality Check (on-site workflow preview)

Prepare or maintain inventory or production records.

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Your AI-Safe Career Report

Every task scored with what to do about it; adjacent paths with honest exposure deltas, salary, demand, and reachability; a skill-gap map; a 30/60/90-day roadmap; Agent Reality Check; plus a résumé and LinkedIn rewrite and professional PDF.
Grounded in O*NET-linked or curated role data, with Penn, Anthropic Economic Index, and AIOE signals where matched. BLS labor-market context is separate.

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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