Meat, Poultry, and Fish Cutters and Trimmers vs Cooks, Short Order AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Meat, Poultry, and Fish Cutters and Trimmers

43 shared · 18 different

core competencies

medium risk

Cooks, Short Order

Side-by-Side Comparison

Cooks, Short Order leads 4–1

Metric	Meat, Poultry, and Fish Cutters and Trimmers	Cooks, Short Order
Risk Score	37.7%	33.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	74th	61th
Tasks at Risk (>50%)	7 / 14	5 / 11
Median Salary	$37,700	$35,620
Employment	141K	150K

Skill Comparison

Sorted by largest difference

Food Production

MathematicsAI-Vulnerable

Handling and Moving Objects

Production and Processing

Controlling Machines and Processes

Performing for or Working Directly with the Public

Inspecting Equipment, Structures, or Material

Performing General Physical Activities

Personnel and Human Resources

Establishing and Maintaining Interpersonal Relationships

Public Safety and Security

Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Meat, Poultry, and Fish Cutters and Trimmers

28%

total discount

Cooks, Short Order

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Meat, Poultry, and Fish Cutters and Trimmers

7 of 14 at risk

86%Weigh meats and tag containers for weight and contents.

63%Produce hamburger meat and meat trimmings.

61%Prepare sausages, luncheon meats, hot dogs, and other fabricated meat products, using meat trimmings and hamburger meat.

59%Obtain and distribute specified meat or carcass.

57%Separate meats and byproducts into specified containers and seal containers.

Cooks, Short Order

5 of 11 at risk

88%Accept payments, and make change or write charge slips as necessary.

75%Order supplies and stock them on shelves.

74%Plan work on orders so that items served together are finished at the same time.

53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.

51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

Wage Comparison

Cooks, Short Order earns -$2,080(-6%) vs Meat, Poultry, and Fish Cutters and Trimmers

Meat, Poultry, and Fish Cutters and TrimmersCooks, Short Order

10th

$29,200$23,770

25th

$34,050$30,160

Median

$37,700$35,620

75th

$43,450$39,990

90th

$48,680$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Meat, Poultry, and Fish Cutters and Trimmers2028–2035

Cooks, Short Order2028–2035

20242030203520402045

Cooks, Short Order has a longer runway before significant displacement, projected 0 years later than Meat, Poultry, and Fish Cutters and Trimmers.

Risk-Adjusted Salary

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

Meat, Poultry, and Fish Cutters and Trimmers

$23,495

from $37,700

Cooks, Short Order

$23,584

from $35,620

After adjusting for AI risk, Cooks, Short Order offers $89 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Meat,

Unique to Cooks,

Combined Protection Strategy

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

Regulatory Barriers

Decision Complexity

Fine Manipulation

Creativity

Meat, Poultry, and Fish Cutters and TrimmersCooks, Short Order

Find transitions from Meat, Poultry, and Fish Cutters and Trimmers Find transitions from Cooks, Short Order