Simon Janssen
Simon Janssen· CTO at HappyNurse · US AI Exposure Map 2026
Food Service

First-Line Supervisors of Food Preparation and Serving Workers and AI

Moderate exposureAI score 4/10 · Food Service
4out of 10
JPE Score
Median salary
$42K
Forecast 2030
+4% to +5%
Employment
1.2M
BLS growth '23–'33
+9%
Trend
growth
Sector
Food Service

Exposure scores

JPE (Practical Exposure)4/10 — Moderate exposure
Felten AIOE (academic reference)6.2/10
BLS growth projection (2023–2033, 10yr)+9%

AI exposure explained

What does an AI score of 4/10 mean?

Interpretation

Moderate exposure — Parts of this work can be assisted by AI. The role will evolve but not disappear.

First-Line Supervisors of Food Preparation and Serving Workers has low AI exposure and strong growth momentum. This occupation benefits from human-centric demand drivers that AI cannot easily replicate.


Forecast 2030

What changes for First-Line Supervisors of Food Preparation and Serving Workers?

Modeled employment change by 2030
+4% to +5%
Disruption risk: Medium

This model combines BLS Employment Projections (2023–2033 horizon, interpolated to 2030) with an AI disruption factor calibrated for the US labor market (at-will employment, higher labor mobility, stronger AI adoption). A range of +4% to +5% means employment for First-Line Supervisors of Food Preparation and Serving Workers is modeled to grow by 2030. This is a scenario, not a prediction.


Sector context

Food Service and AI

First-Line Supervisors of Food Preparation and Serving Workers belongs to the Food Service sector. This sector has an education level index of 1/4, indicating lower formal education requirements. Occupations in Food Service with high AI exposure tend to remain relatively stable as the work relies primarily on physical, interpersonal, or contextual skills.


AI tools

Which AI tools are already making an impact?

ChatGPTSquare AI

Career outlook

Low exposure — Leverage AI to enhance your strengths

Direct AI impact is limited, but the world around you is changing. Use AI where it supports your work and keep investing in what makes this occupation uniquely human.


Personal development

Personal development plan

Based on your sector (Food Service) and AI exposure level, here are three concrete steps to future-proof your career.

Implement AI inventory management

Reduce food waste by 20-30% with demand prediction

MarketMan, BlueCart
Use AI for menu optimization

Data-driven menus improve margins and customer satisfaction

Toast AI, Square for Restaurants
Automate ordering and POS workflows

AI handles upselling and order accuracy automatically

Toast AI, Square

Related occupations

Similar occupations on the map

Fast Food and Counter Workers
AI 3/10·+0% 2030
Food Service
Waiters and Waitresses
AI 2/10·+3% 2030
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Cooks, Restaurant
AI 2/10·+5% 2030
Food Service
Home Health and Personal Care Aides
AI 3/10·+7% 2030
Healthcare Support
Retail Salespersons
AI 5/10·-7% 2030
Sales

About this analysis

AI scores are LLM-estimated using the same methodology as the Dutch AI Exposure Map, making scores directly comparable across countries. The Felten AIOE score is shown as an academic reference. Employment and salary data from BLS OEWS May 2024. A high AI score does not automatically mean job loss — Software Developers score 9/10 but BLS projects +17% growth (2023–2033). The 2030 forecast interpolates BLS 10-year projections to a 2030 horizon and adjusts with AI disruption pressure. These are modeled scenarios, not predictions. All data CC BY 4.0.

Full methodology, sources and download →


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