Takeover Tracker
25%low risk
Fitness Trainers and Aerobics Instructors
vs

27 shared · 23 different

core competencies

44%medium risk
Food Servers, Nonrestaurant

Side-by-Side Comparison

MetricFitness Trainers and Aerobics InstructorsFood Servers, Nonrestaurant
Risk Score24.9%44.0%
Risk TierLow RiskMedium Risk
Risk Percentile19th90th
Tasks at Risk (>50%)2 / 157 / 14
Median Salary$46,180$34,460
Employment304K272K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Updating and Using Relevant Knowledge
Gross Body Coordination
Education and Training
Stamina
Trunk Strength
Extent Flexibility
Establishing and Maintaining Interpersonal Relationships
Thinking Creatively
Customer and Personal Service
Coaching and Developing Others
Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Fitness Trainers and Aerobics Instructors

30%

total discount

Food Servers, Nonrestaurant

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fitness Trainers and Aerobics Instructors

2 of 15 at risk
55%Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.
51%Monitor participants' progress and adapt programs as needed.
47%Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.
43%Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.
41%Maintain fitness equipment.

Food Servers, Nonrestaurant

7 of 14 at risk
88%Total checks, present them to customers, and accept payment for services.
87%Take food orders and relay orders to kitchens or serving counters so they can be filled.
87%Record amounts and types of special food items served to customers.
77%Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.
77%Monitor food preparation or serving techniques to ensure that proper procedures are followed.

Wage Comparison

Food Servers, Nonrestaurant earns -$11,720(-25%) vs Fitness Trainers and Aerobics Instructors
Fitness Trainers and Aerobics InstructorsFood Servers, Nonrestaurant
10th
$27,580$26,590
25th
$34,090$29,800
Median
$46,180$34,460
75th
$60,920$37,550
90th
$82,050$44,770

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fitness Trainers and Aerobics Instructors2028–2035
Food Servers, Nonrestaurant2028–2035
20242030203520402045

Fitness Trainers and Aerobics Instructors has a longer runway before significant displacement, projected 0 years later than Food Servers, Nonrestaurant.

Risk-Adjusted Salary

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

Fitness Trainers and Aerobics Instructors

$34,686

from $46,180

Food Servers, Nonrestaurant

$19,294

from $34,460

After adjusting for AI risk, Fitness Trainers and Aerobics Instructors offers $15,392 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fitness

0

Unique to Food

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Fitness Trainers and Aerobics InstructorsFood Servers, Nonrestaurant
Find transitions from Fitness Trainers and Aerobics InstructorsFind transitions from Food Servers, Nonrestaurant