Packers and Packagers, Hand vs Cooks, Restaurant AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Packers and Packagers, Hand

45 shared · 9 different

core competencies

medium risk

Cooks, Restaurant

Side-by-Side Comparison

Cooks, Restaurant leads 5–0

Metric	Packers and Packagers, Hand	Cooks, Restaurant
Risk Score	42.4%	31.6%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	86th	48th
Tasks at Risk (>50%)	11 / 13	5 / 15
Median Salary	$35,580	$36,830
Employment	601K	1.5M

Skill Comparison

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships

Performing General Physical Activities

Operating Vehicles, Mechanized Devices, or Equipment

Visual Color Discrimination

Communicating with Supervisors, Peers, or Subordinates

Time Management

Perceptual Speed

Customer and Personal Service

Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Packers and Packagers, Hand

24%

total discount

Cooks, Restaurant

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Packers and Packagers, Hand

11 of 13 at risk

86%Record product, packaging, and order information on specified forms and records.

84%Measure, weigh, and count products and materials.

63%Examine and inspect containers, materials, or products to ensure that product quality and packing specifications are met.

63%Examine and inspect containers, materials, and products to ensure that packing specifications are met.

61%Mark and label containers, container tags, or products, using marking tools.

Cooks, Restaurant

5 of 15 at risk

86%Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.

77%Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.

71%Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.

59%Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.

58%Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

Wage Comparison

Cooks, Restaurant earns +$1,250(+4%) vs Packers and Packagers, Hand

Packers and Packagers, HandCooks, Restaurant

10th

$27,050$28,010

25th

$31,470$31,310

Median

$35,580$36,830

75th

$40,960$43,610

90th

$46,260$47,340

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Packers and Packagers, Hand2028–2035

Cooks, Restaurant2028–2035

20242030203520402045

Cooks, Restaurant has a longer runway before significant displacement, projected 0 years later than Packers and Packagers, Hand.

Risk-Adjusted Salary

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

Packers and Packagers, Hand

$20,505

from $35,580

Cooks, Restaurant

$25,192

from $36,830

After adjusting for AI risk, Cooks, Restaurant offers $4,687 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Packers

Unique to Cooks,

Combined Protection Strategy

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

Creativity

Decision Complexity

Social Intelligence

Fine Manipulation

Packers and Packagers, HandCooks, Restaurant

Find transitions from Packers and Packagers, Hand Find transitions from Cooks, Restaurant