Takeover Tracker
vs

32 shared · 9 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricHosts and Hostesses, Restaurant, Lounge, and Coffee ShopCooks, Fast Food
Risk Score39.5%46.3%
Risk TierMedium RiskMedium Risk
Risk Percentile79th93th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$30,380$30,160
Employment427K668K

Skill Comparison

|

Sorted by largest difference

Training and Teaching Others
Customer and Personal Service
Handling and Moving Objects
English Language
Processing Information
Resolving Conflicts and Negotiating with Others
Food Production
Organizing, Planning, and Prioritizing Work
Manual DexterityAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

24%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

7 of 15 at risk
88%Operate cash registers to accept payments for food and beverages.
87%Assign patrons to tables suitable for their needs and according to rotation so that servers receive an appropriate number of seatings.
84%Prepare cash receipts after establishments close, and make bank deposits.
68%Receive and record patrons' dining reservations.
62%Answer telephone calls and respond to inquiries or transfer calls.

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 -$220(-1%) vs Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Hosts and Hostesses, Restaurant, Lounge, and Coffee ShopCooks, Fast Food
10th
$22,010$22,370
25th
$26,630$26,540
Median
$30,380$30,160
75th
$35,840$35,710
90th
$42,600$38,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop20282035
Cooks, Fast Food20282035
20242030203520402045

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop has a longer runway before significant displacement, projected 0 years later than Cooks, Fast Food.

Risk-Adjusted Salary

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

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

$18,368

from $30,380

Cooks, Fast Food

$16,211

from $30,160

After adjusting for AI risk, Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop offers $2,157 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Hosts

0

Unique to Cooks,

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
Hosts and Hostesses, Restaurant, Lounge, and Coffee ShopCooks, Fast Food