INDEX/JOBS/CHEF

HOSPITALITY & FOODLOW EXPOSUREREPORT ID #2891

Chef / Cook.

Chefs represent among the lowest AI exposure of any skilled profession — cooking is physical, sensory, creative, and deeply social in ways that no current AI can replicate.

EXPOSURE

16%

↑ 2.1pp vs Q1

RESILIENCE

durable index

MEDIAN PAY

$58k

$36k – $94k

10Y GROWTH

+9%

Faster than avg

Compare with another role

// EXPOSURE

Chef / Cooks

THE TASK-LEVEL VERDICT

RESEARCH-SYNTHESIS

CONTENT-CREATION

Where the score comes from

Time spent, weighted by AI capability.

Distribution by class

22%

78%

AI-Substitutable

AI-Assisted

Human-Critical

Task breakdown

All 6 canonical tasks

	Task	Exposure	Classification	Time share
01	Inventory and food cost management	62%	AI-Assisted	10%
02	Recipe development and menu planning	54%	AI-Assisted	12%
03	Quality control and plating	12%	Human-Critical	8%
04	Guest interaction and feedback	10%	Human-Critical	6%
05	Kitchen team leadership	8%	Human-Critical	16%
06	Food preparation and cooking	4%	Human-Critical	48%

Task profile · radar

Where the work concentrates.

Procedural and Cognitive tasks dominate this role — both highly model-addressable. Social and Judgement axes are smaller but more resilient.

Capability creep · 8 years

Exposure climbed 13pp since 2018.

'18'20'22'24'26

Editorial signals

What the data is telling us.

INSIGHT · 01

EXPOSURE SIGNAL

Recipe ideation and menu planning can be AI-assisted, and inventory management software with AI forecasting is widely used in commercial kitchens.

INSIGHT · 02

AUGMENTATION SIGNAL

Food cost optimisation and ordering tools use AI, but the head chef's palate and judgment on quality remain central to every service.

INSIGHT · 03

RESILIENCE SIGNAL

Cooking is irreducibly physical, sensory, and creative. Demand for skilled chefs grows with dining culture. AI writes recipes; chefs make food.

Resilient adjacencies

Where chef / cooks move next.

Food Scientist

Moderate

52%

36pp vs Chef

Nutritionist

Moderate

48%

32pp vs Chef

Restaurant Manager

Moderate

44%

28pp vs Chef

Pastry Chef

Low

14%

-2pp vs Chef

Catering Manager

Moderate

42%

26pp vs Chef

Community pulse

Has AI already changed your work?

12,408 chef / cooks responded in the last 30 days.

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Chef / Cook

16%

AI-Exposed

84% remain human-critical

TASKEXPOSED.COM/JOBS/CHEFRESEARCH BRIEF · MAY 2026

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FAQ

Common questions about Chef / Cook AI exposure.

What is the AI exposure score for Chef / Cooks?

Chef / Cooks have an overall AI exposure score of 16%, meaning approximately 16% of their time-weighted tasks can be substantially assisted or substituted by current frontier AI models. This places the role in the "Low" exposure category.

Will AI replace Chef / Cooks?

AI is unlikely to fully replace Chef / Cooks in the near term. The 84% of tasks classified as Human-Critical — including Food preparation and cooking and Kitchen team leadership — remain strongly human-dependent. AI is more likely to augment the role, raising productivity and shifting focus toward higher-judgment work.

What tasks are most exposed to AI for Chef / Cooks?

The most AI-exposed tasks for Chef / Cooks include: . These have exposure scores of respectively.

What skills should Chef / Cooks develop to stay resilient?

Chef / Cooks should focus on developing skills in areas that AI struggles with: Food preparation and cooking, Kitchen team leadership, Quality control and plating. Adjacent careers with lower exposure include Food Scientist and Nutritionist.