Takeover Tracker
vs

32 shared · 28 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricHairdressers, Hairstylists, and CosmetologistsCooks, Fast Food
Risk Score21.5%46.3%
Risk TierLow RiskMedium Risk
Risk Percentile10th93th
Tasks at Risk (>50%)5 / 1512 / 15
Median Salary$35,250$30,160
Employment295K668K

Skill Comparison

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Sorted by largest difference

Thinking Creatively
Updating and Using Relevant Knowledge
Finger Dexterity
Customer and Personal Service
Sales and Marketing
Assisting and Caring for Others
Near Vision
Arm-Hand Steadiness
Manual DexterityAI-Resistant
Selling or Influencing Others
Making Decisions and Solving Problems
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Hairdressers, Hairstylists, and Cosmetologists

33%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hairdressers, Hairstylists, and Cosmetologists

5 of 15 at risk
86%Operate cash registers to receive payments from patrons.
84%Order, display, and maintain supplies.
65%Schedule client appointments.
61%Update and maintain customer information records, such as beauty services provided.
53%Analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles.

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 -$5,090(-14%) vs Hairdressers, Hairstylists, and Cosmetologists
Hairdressers, Hairstylists, and CosmetologistsCooks, Fast Food
10th
$24,580$22,370
25th
$29,060$26,540
Median
$35,250$30,160
75th
$48,300$35,710
90th
$70,220$38,980

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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