Chefs and Head Cooks vs Dietetic Technicians AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Chefs and Head Cooks

57 shared · 32 different

core competencies

medium risk

Dietetic Technicians

Side-by-Side Comparison

Chefs and Head Cooks leads 4–1

Metric	Chefs and Head Cooks	Dietetic Technicians
Risk Score	28.7%	36.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	32th	70th
Tasks at Risk (>50%)	8 / 15	6 / 14
Median Salary	$60,990	$37,040
Employment	182K	30K

Skill Comparison

Sorted by largest difference

Production and Processing

Food Production

Assisting and Caring for Others

Education and Training

MathematicsAI-Vulnerable

Personnel and Human Resources

Administration and Management

Thinking Creatively

Communicating with Persons Outside Organization

Guiding, Directing, and Motivating Subordinates

Coaching and Developing Others

Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Chefs and Head Cooks

34%

total discount

Dietetic Technicians

30%

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.

Dietetic Technicians

6 of 14 at risk

88%Develop job specifications, job descriptions, or work schedules.

87%Determine food and beverage costs and assist in implementing cost control procedures.

78%Refer patients to other relevant services to provide continuity of care.

72%Observe and monitor patient food intake and body weight, and report changes, progress, and dietary problems to dietician.

72%Observe patient food intake and report progress and dietary problems to dietician.

Wage Comparison

Dietetic Technicians earns -$23,950(-39%) vs Chefs and Head Cooks

Chefs and Head CooksDietetic Technicians

10th

$36,000$28,280

25th

$47,710$32,460

Median

$60,990$37,040

75th

$76,790$44,290

90th

$96,030$53,440

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Chefs and Head Cooks2028–2035

Dietetic Technicians2028–2035

20242030203520402045

Chefs and Head Cooks has a longer runway before significant displacement, projected 0 years later than Dietetic Technicians.

Risk-Adjusted Salary

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

Chefs and Head Cooks

$43,510

from $60,990

Dietetic Technicians

$23,509

from $37,040

After adjusting for AI risk, Chefs and Head Cooks offers $20,001 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Chefs

Unique to Dietetic

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Social Intelligence

Chefs and Head CooksDietetic Technicians

Find transitions from Chefs and Head Cooks Find transitions from Dietetic Technicians