Last Update: 2/18/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They make bread, cakes, and pastries by mixing ingredients, baking them, and ensuring they taste delicious and look appealing.
This role is evolving
The career of a baker is labeled as "Evolving" because AI and automation are gradually being integrated into the industry, changing how some tasks are done. Machines are taking over routine and physically demanding jobs like mixing and moving trays, which allows bakers to focus more on creative tasks like recipe development and cake decorating.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
The career of a baker is labeled as "Evolving" because AI and automation are gradually being integrated into the industry, changing how some tasks are done. Machines are taking over routine and physically demanding jobs like mixing and moving trays, which allows bakers to focus more on creative tasks like recipe development and cake decorating.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Bakers
Updated Quarterly • Last Update: 2/18/2026

What's changing and what's not
Bakers today already use many machines. In large bakeries, high-speed mixers and ovens often run automatically [1]. For example, machines can mix dough and bake loaves without a person turning every knob.
Industry experts say robots and AI systems now do more routine jobs – like moving trays, packing bread, or checking for defects – which used to tire out workers [2]. Even cake decorating is seeing smart automation: vision-guided robotic arms can apply icing or drizzle patterns consistently by “seeing” each cake’s shape [2]. These tools help with hard or repetitive tasks, but they still work under human guidance.
Bakers and decorators remain important for creative work, quality control and adjusting recipes, because machines don’t have the human “feel” for things like taste or style [2] [2].

AI in the real world
Many bakers are curious about AI, but adoption is gradual. In a recent industry survey, about 70% of bakeries said they have already started using AI tools or plan to try them soon [2]. Reasons to adopt AI include worker shortages and safety: bakeries want people free to do more creative or higher-value work while machines handle heavy lifting and routine mixing [2] [2].
However, bakery profits are often small, and new equipment can be expensive [2]. Experts say factories will take “baby steps” with AI because they must balance cost, training and food‐safety rules [2] [2]. In the long run, most agree AI can save time on planning and quality checks, letting human bakers focus on fresh ideas and personal touches that machines can’t easily copy [2] [2].
Overall, technology is likely to help bakers, not replace them, by taking on repetitive chores and leaving people to do the creative parts [2] [2].

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Median Wage
$36,650
Jobs (2024)
249,100
Growth (2024-34)
+5.6%
Annual Openings
39,900
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Set time and speed controls for mixing machines, blending machines, or steam kettles so that ingredients will be mixed or cooked according to instructions.
Decorate baked goods, such as cakes or pastries.
Check equipment to ensure that it meets health and safety regulations and perform maintenance or cleaning, as necessary.
Apply glazes, icings, or other toppings to baked goods, using spatulas or brushes.
Roll, knead, cut, or shape dough to form sweet rolls, pie crusts, tarts, cookies, or other products.
Observe color of products being baked and adjust oven temperatures, humidity, or conveyor speeds accordingly.
Check products for quality and identify damaged or expired goods.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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