Chefs and Head Cooks vs Food Service Managers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Chefs and Head Cooks

69 shared · 22 different

core competencies

medium risk

Food Service Managers

Side-by-Side Comparison

Chefs and Head Cooks leads 3–2

Metric	Chefs and Head Cooks	Food Service Managers
Risk Score	28.7%	36.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	32th	69th
Tasks at Risk (>50%)	8 / 15	7 / 15
Median Salary	$60,990	$65,310
Employment	182K	244K

Skill Comparison

Sorted by largest difference

Thinking Creatively

Organizing, Planning, and Prioritizing Work

Making Decisions and Solving Problems

Staffing Organizational Units

Coaching and Developing Others

Guiding, Directing, and Motivating Subordinates

Training and Teaching Others

Food Production

Scheduling Work and Activities

Customer and Personal Service

Developing and Building Teams

Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Chefs and Head Cooks

34%

total discount

Food Service Managers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chefs and Head Cooks

8 of 15 at risk

86%Order or requisition food or other supplies needed to ensure efficient operation.

85%Determine production schedules and staff requirements necessary to ensure timely delivery of services.

75%Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.

73%Estimate amounts and costs of required supplies, such as food and ingredients.

72%Check the quantity and quality of received products.

Food Service Managers

7 of 15 at risk

88%Schedule staff hours and assign duties.

86%Keep records required by government agencies regarding sanitation or food subsidies.

86%Monitor budgets and payroll records, and review financial transactions to ensure that expenditures are authorized and budgeted.

78%Schedule and receive food and beverage deliveries, checking delivery contents to verify product quality and quantity.

76%Monitor compliance with health and fire regulations regarding food preparation and serving, and building maintenance in lodging and dining facilities.

Wage Comparison

Food Service Managers earns +$4,320(+7%) vs Chefs and Head Cooks

Chefs and Head CooksFood Service Managers

10th

$36,000$42,380

25th

$47,710$53,090

Median

$60,990$65,310

75th

$76,790$82,300

90th

$96,030$105,420

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Chefs and Head Cooks2028–2035

Food Service Managers2028–2035

20242030203520402045

Chefs and Head Cooks has a longer runway before significant displacement, projected 0 years later than Food Service Managers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Chefs and Head Cooks

$43,510

from $60,990

Food Service Managers

$41,792

from $65,310

After adjusting for AI risk, Chefs and Head Cooks offers $1,718 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Chefs

Unique to Food

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity

Decision Complexity

Fine Manipulation

Regulatory Barriers

Chefs and Head CooksFood Service Managers

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