Takeover Tracker

vs

34 shared · 20 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricBaggage Porters and BellhopsCooks, Fast Food
Risk Score29.0%46.3%
Risk TierMedium RiskMedium Risk
Risk Percentile34th93th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$36,020$30,160
Employment31K668K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Customer and Personal Service
Assisting and Caring for Others
Getting Information
Performing General Physical Activities
Inspecting Equipment, Structures, or Material
Static Strength
Controlling Machines and Processes
Performing for or Working Directly with the Public
Documenting/Recording Information
Scheduling Work and Activities
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Baggage Porters and Bellhops

28%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Baggage Porters and Bellhops

7 of 15 at risk
89%Compute and complete charge slips for services rendered and maintain records.
75%Receive and mark baggage by completing and attaching claim checks.
69%Inspect guests' rooms to ensure that they are adequately stocked, orderly, and comfortable.
61%Deliver messages and room service orders, and run errands for guests.
57%Maintain clean lobbies or entrance areas for travelers or guests.

Cooks, Fast Food

12 of 15 at risk
88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.

Wage Comparison

Cooks, Fast Food earns -$5,860(-16%) vs Baggage Porters and Bellhops
Baggage Porters and BellhopsCooks, Fast Food
10th
$25,480$22,370
25th
$29,830$26,540
Median
$36,020$30,160
75th
$40,780$35,710
90th
$48,490$38,980

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Baggage Porters and Bellhops: Not yetCooks, Fast Food: Not yet