Takeover Tracker
9%low risk
Athletes and Sports Competitors
vs

40 shared · 35 different

core competencies

34%medium risk
Cooks, Short Order

Side-by-Side Comparison

MetricAthletes and Sports CompetitorsCooks, Short Order
Risk Score9.2%33.8%
Risk TierLow RiskMedium Risk
Risk Percentile0th61th
Tasks at Risk (>50%)1 / 95 / 11
Median Salary$62,360$35,620
Employment14K150K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Analyzing Data or Information
Establishing and Maintaining Interpersonal Relationships
Developing Objectives and Strategies
Stamina
Communicating with Supervisors, Peers, or Subordinates
Personnel and Human Resources
Communicating with Persons Outside Organization
Provide Consultation and Advice to Others
Coaching and Developing Others
Documenting/Recording Information
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Athletes and Sports Competitors

32%

total discount

Cooks, Short Order

27%

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, 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 -$26,740(-43%) vs Athletes and Sports Competitors
Athletes and Sports CompetitorsCooks, Short Order
10th
$24,960$23,770
25th
$36,750$30,160
Median
$62,360$35,620
75th
$130,770$39,990
90th
$239,200$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Athletes and Sports Competitors2028–2035
Cooks, Short Order2028–2035
20242030203520402045

Athletes and Sports Competitors has a longer runway before significant displacement, projected 0 years later than Cooks, Short Order.

Risk-Adjusted Salary

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

Athletes and Sports Competitors

$56,623

from $62,360

Cooks, Short Order

$23,584

from $35,620

After adjusting for AI risk, Athletes and Sports Competitors offers $33,039 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

Decision Complexity
Creativity
Fine Manipulation
Social Intelligence
Athletes and Sports CompetitorsCooks, Short Order
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