Takeover Tracker
49%medium risk
Gaming Dealers
vs

43 shared · 7 different

core competencies

34%medium risk
Cooks, Short Order

Side-by-Side Comparison

MetricGaming DealersCooks, Short Order
Risk Score49.1%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile96th61th
Tasks at Risk (>50%)12 / 155 / 11
Median Salary$33,280$35,620
Employment83K150K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Performing for or Working Directly with the Public
Handling and Moving Objects
Customer and Personal Service
MathematicsAI-Vulnerable
Oral Expression
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming Dealers

27%

total discount

Cooks, Short Order

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Gaming Dealers

12 of 15 at risk
88%Pay winnings or collect losing bets as established by the rules and procedures of a specific game.
88%Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.
88%Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.
88%Check to ensure that all players have placed bets before play begins.
88%Apply rule variations to card games such as poker, in which players bet on the value of their hands.

Cooks, Short Order

5 of 11 at risk
88%Accept payments, and make change or write charge slips as necessary.
75%Order supplies and stock them on shelves.
74%Plan work on orders so that items served together are finished at the same time.
53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

Wage Comparison

Cooks, Short Order earns +$2,340(+7%) vs Gaming Dealers
Gaming DealersCooks, Short Order
10th
$22,340$23,770
25th
$24,480$30,160
Median
$33,280$35,620
75th
$45,430$39,990
90th
$73,530$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gaming Dealers20282035
Cooks, Short Order20282035
20242030203520402045

Cooks, Short Order has a longer runway before significant displacement, projected 0 years later than Gaming Dealers.

Risk-Adjusted Salary

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

Gaming Dealers

$16,953

from $33,280

Cooks, Short Order

$23,584

from $35,620

After adjusting for AI risk, Cooks, Short Order offers $6,631 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gaming

0

Unique to Cooks,

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Fine Manipulation
Decision Complexity
Gaming DealersCooks, Short Order