Takeover Tracker
vs

49 shared · 16 different

core competencies

34%medium risk
Bartenders

Side-by-Side Comparison

MetricFood Preparation WorkersBartenders
Risk Score36.7%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile71th63th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$34,220$33,530
Employment889K746K

Skill Comparison

|

Sorted by largest difference

Oral Expression
English Language
Oral Comprehension
Monitoring and Controlling Resources
Communicating with Supervisors, Peers, or Subordinates
Performing General Physical Activities
Education and Training
Service OrientationAI-Resistant
Auditory Attention
Sales and Marketing
PersuasionAI-Resistant
Active Listening

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Preparation Workers

26%

total discount

Bartenders

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Bartenders

5 of 15 at risk
88%Balance cash receipts.
87%Collect money for drinks served.
86%Order or requisition liquors and supplies.
79%Check identification of customers to verify age requirements for purchase of alcohol.
53%Serve wine, and bottled or draft beer.

Wage Comparison

Bartenders earns -$690(-2%) vs Food Preparation Workers
Food Preparation WorkersBartenders
10th
$23,490$19,930
25th
$28,740$25,790
Median
$34,220$33,530
75th
$37,540$46,790
90th
$44,260$71,920

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Preparation Workers2028–2035
Bartenders2028–2035
20242030203520402045

Bartenders has a longer runway before significant displacement, projected 0 years later than Food Preparation Workers.

Risk-Adjusted Salary

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

Food Preparation Workers

$21,654

from $34,220

Bartenders

$22,039

from $33,530

After adjusting for AI risk, Bartenders offers $385 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Bartenders

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Food Preparation WorkersBartenders
Food Preparation Workers vs Bartenders AI Risk — Takeover Tracker