Chefs and Head Cooks

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Record production or operational data on specified forms.65

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.55
• Estimate amounts and costs of required supplies, such as food and ingredients.55
• Order or requisition food or other supplies needed to ensure efficient operation.50

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Prepare and cook foods of all types, either on a regular basis or for special guests or functions.8
• Determine how food should be presented and create decorative food displays.15
• Supervise or coordinate activities of cooks or workers engaged in food preparation.20

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 33 puts Chefs and Head Cooks in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 1 of 20 analyzed tasks lean automatable, 7 augmentable, and 12 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $62,470median wage
• 200,040employed
• 24,400annual openings
• +7.1%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Cooks, Private Household 24
• Bakers 25
• Cooks, Institution and Cafeteria 31
• Cooks, Short Order 19
• Food Service Managers 43
• First-Line Supervisors of Food Preparation and Serving Workers 39

How this score was calculated

FAQ — Chefs and Head Cooks

Will AI replace Chefs and Head Cooks?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 33 mean for a Chefs and Head Cooks?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 33 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Record production or operational data on specified forms. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Prepare and cook foods of all types, either on a regular basis or for special guests or functions; Determine how food should be presented and create decorative food displays; Supervise or coordinate activities of cooks or workers engaged in food preparation. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.