Aquacultural Managers vs Chefs and Head Cooks AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Aquacultural Managers

86 shared · 13 different

core competencies

medium risk

Chefs and Head Cooks

Side-by-Side Comparison

Chefs and Head Cooks leads 3–2

Metric	Aquacultural Managers	Chefs and Head Cooks
Risk Score	30.1%	28.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	39th	32th
Tasks at Risk (>50%)	7 / 15	8 / 15
Median Salary	$87,980	$60,990
Employment	6K	182K

Skill Comparison

Sorted by largest difference

Documenting/Recording Information

Food Production

Analyzing Data or Information

Written Comprehension

Written Expression

Trunk Strength

Operation and Control

WritingAI-Augmented

Making Decisions and Solving Problems

Reading ComprehensionAI-Vulnerable

Performing Administrative Activities

Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Aquacultural Managers

34%

total discount

Chefs and Head Cooks

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Aquacultural Managers

7 of 15 at risk

86%Collect and record growth, production, and environmental data.

85%Account for and disburse funds.

67%Prepare reports required by state and federal laws.

55%Monitor environments to ensure maintenance of optimum conditions for aquatic life.

53%Conduct and supervise stock examinations to identify diseases or parasites.

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.

Wage Comparison

Chefs and Head Cooks earns -$26,990(-31%) vs Aquacultural Managers

Aquacultural ManagersChefs and Head Cooks

10th

$51,700$36,000

25th

$67,970$47,710

Median

$87,980$60,990

75th

$115,200$76,790

90th

$156,530$96,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aquacultural Managers2028–2035

Chefs and Head Cooks2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Aquacultural Managers

$61,507

from $87,980

Chefs and Head Cooks

$43,510

from $60,990

After adjusting for AI risk, Aquacultural Managers offers $17,997 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Aquacultural

Unique to Chefs

Combined Protection Strategy

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

Decision Complexity

Regulatory Barriers

Social Intelligence

Creativity

Aquacultural ManagersChefs and Head Cooks

Find transitions from Aquacultural Managers Find transitions from Chefs and Head Cooks