Resilient

Last Update: 10/7/2026

AI Resilience Score for Food Prep Supervisors:

69.7%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Med

Our confidence in this score:
High

Methodology and Scoring Rationale

To score how resilient food prep supervisor work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For food prep supervisors, all eight sources had data and mostly agreed: Anthropic and OpenAI Signals saw the hands-on leadership and real-time problem-solving as strongly human, while AI Resilience Model, Microsoft, and Will Robots Take My Job rated exposure medium. That broad alignment supports high confidence. Strong hiring and wage signals pushed the score up, landing this role at "Resilient."

AI Resilience Report forFirst-Line Supervisors of Food Preparation and Serving Workers

$44,080 median salary•171,500 annual openings•SOC Code: 35-1012.00

First-Line Supervisors of Food Preparation and Serving Workers are more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career is labeled "Resilient" because the heart of the job, coaching your team, keeping the kitchen safe during a rush, and making guests feel welcome, relies on human judgment and empathy that AI simply cannot replicate. While AI tools are stepping in to handle the tedious background work (think inventory tracking, scheduling, and logging production data), those tools need a skilled supervisor to act on the information and solve real problems in the moment.

Learn more about how you can thrive in this position

This role is resilient

This career is labeled "Resilient" because the heart of the job, coaching your team, keeping the kitchen safe during a rush, and making guests feel welcome, relies on human judgment and empathy that AI simply cannot replicate. While AI tools are stepping in to handle the tedious background work (think inventory tracking, scheduling, and logging production data), those tools need a skilled supervisor to act on the information and solve real problems in the moment.

Read full analysis

Analysis of current AI resilience

Food Prep Supervisors

Updated quarterly

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How can Food Prep Supervisors prepare for AI?

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Latest AI news for Food Prep Supervisors

These articles provide valuable insights for students pursuing careers as First-Line Supervisors of Food Preparation and Serving Workers. They highlight that while automation poses some risks, the role has a low AI replacement score, indicating resilience in the face of technological advancements. For instance, the BLS article discusses how certain tasks may evolve rather than disappear, emphasizing the importance of adapting to new tools. Moreover, learning to leverage AI can enhance productivity and potentially increase wages, showcasing the benefits of embracing technology in this field.

More Career Info

Career: First-Line Supervisors of Food Preparation and Serving Workers

They oversee food workers, making sure food is prepared safely and served properly, and they handle any problems that come up during service.

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Employment & Wage Data

Median Wage

$44,080

Jobs (2025)

1,236,400

Growth (2025-35)

+5.4%

Annual Openings

171,500

Education

High school diploma or equivalent

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

92% ResilienceCore Task

Perform food preparation and serving duties, such as carving meat, preparing flambe dishes, or serving wine and liquor.

2

85% ResilienceCore Task

Supervise and participate in kitchen and dining area cleaning activities.

3

80% ResilienceCore Task

Train workers in food preparation, and in service, sanitation, and safety procedures.

4

78% ResilienceSupplemental

Greet and seat guests, and present menus and wine lists.

5

75% ResilienceCore Task

Observe and evaluate workers and work procedures to ensure quality standards and service, and complete disciplinary write-ups.

6

70% ResilienceCore Task

Inspect supplies, equipment, and work areas to ensure efficient service and conformance to standards.

7

68% ResilienceSupplemental

Assess nutritional needs of patients, plan special menus, supervise the assembly of regular and special diet trays, and oversee the delivery of food trolleys to hospital patients.

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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