Takeover Tracker
vs

25 shared · 47 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricAthletes and Sports CompetitorsCooks, Fast Food
Risk Score9.2%46.3%
Risk TierLow RiskMedium Risk
Risk Percentile0th93th
Tasks at Risk (>50%)1 / 912 / 15
Median Salary$62,360$30,160
Employment14K668K

Skill Comparison

|

Sorted by largest difference

Analyzing Data or Information
Developing Objectives and Strategies
Performing General Physical Activities
Stamina
Dynamic Strength
Making Decisions and Solving Problems
Gross Body Coordination
Static Strength
Getting Information
Thinking Creatively
Personnel and Human Resources
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Athletes and Sports Competitors

32%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Athletes and Sports Competitors

1 of 9 at risk
53%Assess performance following athletic competition, identifying strengths and weaknesses and making adjustments to improve future performance.
37%Maintain equipment used in a particular sport.
17%Represent teams or professional sports clubs, performing such activities as meeting with members of the media, making speeches, or participating in charity events.
15%Receive instructions from coaches or other sports staff prior to events and discuss performance afterwards.
15%Lead teams by serving as captain.

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 -$32,200(-52%) vs Athletes and Sports Competitors
Athletes and Sports CompetitorsCooks, Fast Food
10th
$24,960$22,370
25th
$36,750$26,540
Median
$62,360$30,160
75th
$130,770$35,710
90th
$239,200$38,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Athletes and Sports Competitors20282035
Cooks, Fast Food20282035
20242030203520402045

Athletes and Sports Competitors 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%)

Athletes and Sports Competitors

$56,623

from $62,360

Cooks, Fast Food

$16,211

from $30,160

After adjusting for AI risk, Athletes and Sports Competitors offers $40,412 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Athletes

0

Unique to Cooks,

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Athletes and Sports CompetitorsCooks, Fast Food