Takeover Tracker
vs

32 shared · 7 different

core competencies

Side-by-Side Comparison

MetricGaming and Sports Book Writers and RunnersHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Risk Score54.2%39.5%
Risk TierHigh RiskMedium Risk
Risk Percentile99th79th
Tasks at Risk (>50%)12 / 157 / 15
Median Salary$30,460$30,380
Employment8K427K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Processing Information
Performing for or Working Directly with the Public
Updating and Using Relevant Knowledge
MathematicsAI-Vulnerable
Getting Information
MonitoringAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming and Sports Book Writers and Runners

23%

total discount

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Gaming and Sports Book Writers and Runners

12 of 15 at risk
86%Provide race or game information to patrons.
86%Exchange paper currency for playing chips or coins.
86%Compare the house hand with players' hands to determine the winner.
84%Check to ensure that all players have placed their bets before play begins.
80%Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.

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.

Wage Comparison

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop earns -$80(0%) vs Gaming and Sports Book Writers and Runners
Gaming and Sports Book Writers and RunnersHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
10th
$22,200$22,010
25th
$24,960$26,630
Median
$30,460$30,380
75th
$36,310$35,840
90th
$45,900$42,600

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gaming and Sports Book Writers and Runners20282035
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop20282035
20242030203520402045

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop has a longer runway before significant displacement, projected 0 years later than Gaming and Sports Book Writers and Runners.

Risk-Adjusted Salary

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

Gaming and Sports Book Writers and Runners

$13,948

from $30,460

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

$18,368

from $30,380

After adjusting for AI risk, Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop offers $4,420 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gaming

0

Unique to Hosts

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Regulatory Barriers
Creativity
Gaming and Sports Book Writers and RunnersHosts and Hostesses, Restaurant, Lounge, and Coffee Shop