2 /10
Low AI exposure Rank #463 of 493

Food Preparation & Serving

Food preparation workers

AI Displacement Score: 2/10 - Low AI exposure

Workers

902,700

Median Pay

$34,220

Job Outlook

-3%

Key Finding

Food preparation workers face a low ai exposure AI displacement risk, scoring 2/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 902,700 workers in this role in the US, earning a median of $34,220.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

Why This Score

Food preparation workers scored 2/10, making it one of the most AI-resistant occupations analyzed. This role requires physical dexterity, real-world problem-solving, or deep empathic connection that AI is decades away from replicating. With 902,700 workers earning $34,220 median, this career path offers strong insulation from AI disruption. The opportunity here is using AI tools to become more efficient, not defending against replacement.

What does 2/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

Food preparation workers scored 2/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is less exposed than average.

Similar Roles

Bartenders 2/10 Chefs and head cooks 3/10 Cooks 3/10 Food and beverage serving and related workers 3/10 Waiters and waitresses 3/10

Food Preparation & Serving - All Scores

Chefs and head cooks 3/10
Cooks 3/10
Food and beverage serving and related workers 3/10
Waiters and waitresses 3/10
Bartenders 2/10

Frequently Asked Questions

Will AI replace food preparation workers?
Food preparation workers scored 2/10 on AI displacement risk (global average: 5.7). This means low ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.
What is the AI displacement score for food preparation workers?
The AI displacement score for Food preparation workers is 2 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Bartenders (2/10), Chefs and head cooks (3/10), Cooks (3/10).
How many food preparation workers are there in the US?
There are approximately 902,700 food preparation workers in the United States, with a median pay of $34,220 and a projected job outlook of -3%.
What should food preparation workers do about AI?
With a score of 2/10, food preparation workers should focus on customer experience, creative menu development, and team management. While fast food sees more automation, restaurants that thrive offer human hospitality and culinary creativity that robots can't replicate. Building a reputation for quality and service is the strongest defense against commoditization.

What AI can already do in this role

  • Handle back-office scheduling and invoicing
  • Assist with documentation and compliance paperwork
  • Optimize routing and resource allocation

These capabilities are live today. Your full survival report covers what's coming next.

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