Takeover Tracker

vs

44 shared · 6 different

core competencies

Side-by-Side Comparison

MetricPackers and Packagers, HandFood Preparation Workers
Risk Score42.4%36.7%
Risk TierMedium RiskMedium Risk
Risk Percentile86th71th
Tasks at Risk (>50%)11 / 137 / 15
Median Salary$35,580$34,220
Employment601K889K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Performing General Physical Activities
Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Packers and Packagers, Hand

24%

total discount

Food Preparation Workers

26%

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.

Food Preparation Workers

7 of 15 at risk
88%Take and record temperature of food and food storage areas, such as refrigerators and freezers.
87%Operate cash register, handle money, and give correct change.
64%Keep records of the quantities of food used.
59%Vacuum dining area and sweep and mop kitchen floor.
57%Distribute food to waiters and waitresses to serve to customers.

Wage Comparison

Food Preparation Workers earns -$1,360(-4%) vs Packers and Packagers, Hand
Packers and Packagers, HandFood Preparation Workers
10th
$27,050$23,490
25th
$31,470$28,740
Median
$35,580$34,220
75th
$40,960$37,540
90th
$46,260$44,260

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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