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

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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

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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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