Takeover Tracker
vs

32 shared · 23 different

core competencies

Side-by-Side Comparison

MetricFitness Trainers and Aerobics InstructorsStock Clerks, Sales Floor
Risk Score24.9%42.0%
Risk TierLow RiskMedium Risk
Risk Percentile19th85th
Tasks at Risk (>50%)2 / 155 / 13
Median Salary$46,180N/A
Employment304KN/A

Skill Comparison

|

Sorted by largest difference

Gross Body Coordination
Stamina
Updating and Using Relevant Knowledge
Dynamic Strength
English Language
Performing General Physical Activities
Customer and Personal Service
Thinking Creatively
Trunk Strength
Gross Body Equilibrium
Extent Flexibility
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Fitness Trainers and Aerobics Instructors

30%

total discount

Stock Clerks, Sales Floor

25%

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.

Stock Clerks, Sales Floor

5 of 13 at risk
88%Itemize and total customer merchandise selection at checkout counter, using cash register, and accept cash or charge card for purchases.
88%Requisition merchandise from supplier based on available space, merchandise on hand, customer demand, or advertised specials.
86%Compare merchandise invoices to items actually received to ensure that shipments are correct.
86%Take inventory or examine merchandise to identify items to be reordered or replenished.
51%Clean display cases, shelves, and aisles.

Wage Comparison

Fitness Trainers and Aerobics InstructorsStock Clerks, Sales Floor
10th
$27,580N/A
25th
$34,090N/A
Median
$46,180N/A
75th
$60,920N/A
90th
$82,050N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fitness Trainers and Aerobics Instructors20282035
Stock Clerks, Sales Floor20282035
20242030203520402045

Fitness Trainers and Aerobics Instructors has a longer runway before significant displacement, projected 0 years later than Stock Clerks, Sales Floor.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fitness

0

Unique to Stock

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 InstructorsStock Clerks, Sales Floor