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Will AI replace Food Preparation Workers?

Perform a variety of food preparation duties other than cooking, such as preparing cold foods and shellfish, slicing meat, and brewing coffee or tea. The percentage shown is a task-exposure model, not a prediction of certain job loss.

O*NET 30.3 · 35-2021.00 · modeled exposure, not guaranteed job loss
LOW TASK EXPOSURE
24%
Estimated share of representative tasks exposed to current AI capabilities.
Task automation shareⓘ
24%Automatable
Automatable24%
Augmentable42%
Hard to automate34%
Based on analysis of representative responsibilities and current AI capability maturity.
Category#
Customer-Facing
Front line / Support
Modeled pay midpoint$
$81,500/yr
Directional estimate — verify locally
Time until impact⌁
6–10+ years
Earliest 2032 · widespread 2036+
Task-level replaceability ⓘ
Representative tasks ranked from highest to lowest AI exposure.
◇Clean and sanitize work areas, equipment, utensils, dishes, or silverware.34%
✦Human empathy and real-time de-escalation26%
✦Physical presence and relationship trust22%
⚙Assist cooks and kitchen staff with various tasks as needed, and provide cooks with needed items.21%
▥Take and record temperature of food and food storage areas, such as refrigerators and freezers.12%
Impact timeline ⓘ
How AI assistance may move from early support to wider adoption.
2032Next2036+
Light supportAI provides limited help with clean and sanitize work areas, equipment, utensils, dishes, or silverware..
AugmentationTools improve productivity without owning outcomes.
Human-ledCore work stays anchored in human empathy and real-time de-escalation.
6–10+ yearsdirectional confidence window
HOW AI CHANGES THIS JOBtyping the logic in plain English
01>Start with the real work done by Food Preparation Workers.
02>AI can help with: Clean and sanitize work areas, equipment, utensils, dishes, or silverware.
03>If a task is repetitive and easy to check, AI pressure goes up.
04>But a person is still needed for: Human empathy and real-time de-escalation.
05>Likely result: AI mostly acts as a helper while the core job stays human-led.
06>Important: 24% is estimated task exposure—not a 24% chance of losing the job.
What AI can do
Clean and sanitize work areas, equipment, utensils, dishes, or silverware.LOW MATCH
Assist cooks and kitchen staff with various tasks as needed, and provide cooks with needed items.LOW MATCH
Take and record temperature of food and food storage areas, such as refrigerators and freezers.LOW MATCH
How estimates work →
Your human moat
◆

Human empathy and real-time de-escalation

MEDIUM-HIGH

Combined with physical presence and relationship trust, this keeps a human in the loop.

Strength8.4
Similar-role comparison
RoleRisk
Food Preparation Workers24%
Skincare Specialists24%
Social Workers, All Other24%
Child, Family, and School Social Workers24%
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Why this score?

✓The model evaluates 3 representative core tasks.
✓The core work depends on presence, dexterity, or accountability.
✓Occupation and task language comes from O*NET 30.3.
✓The strongest human advantage is human empathy and real-time de-escalation.
Research basis

O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.

Read ILO research →
Data: O*NET 30.3 · Model framework: ILO 2025About O*NETShare report
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