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

21 shared · 24 different

core competencies

38%medium risk
Janitors and Cleaners, Except Maids and Housekeeping Cleaners

Side-by-Side Comparison

MetricFitness Trainers and Aerobics InstructorsJanitors and Cleaners, Except Maids and Housekeeping Cleaners
Risk Score24.9%38.0%
Risk TierLow RiskMedium Risk
Risk Percentile19th75th
Tasks at Risk (>50%)2 / 158 / 15
Median Salary$46,180$35,930
Employment304K2.2M

Skill Comparison

|

Sorted by largest difference

Updating and Using Relevant Knowledge
Stamina
Gross Body Coordination
Thinking Creatively
Dynamic Strength
Performing General Physical Activities
Customer and Personal Service
Performing for or Working Directly with the Public
Establishing and Maintaining Interpersonal Relationships
Coaching and Developing Others
Training and Teaching Others
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Fitness Trainers and Aerobics Instructors

30%

total discount

Janitors and Cleaners, Except Maids and Housekeeping Cleaners

21%

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.

Janitors and Cleaners, Except Maids and Housekeeping Cleaners

8 of 15 at risk
87%Requisition supplies or equipment needed for cleaning and maintenance duties.
86%Follow procedures for the use of chemical cleaners and power equipment to prevent damage to floors and fixtures.
84%Notify managers concerning the need for major repairs or additions to building operating systems.
77%Monitor building security and safety by performing tasks such as locking doors after operating hours or checking electrical appliance use to ensure that hazards are not created.
67%Clean building floors by sweeping, mopping, scrubbing, or vacuuming.

Wage Comparison

Janitors and Cleaners, Except Maids and Housekeeping Cleaners earns -$10,250(-22%) vs Fitness Trainers and Aerobics Instructors
Fitness Trainers and Aerobics InstructorsJanitors and Cleaners, Except Maids and Housekeeping Cleaners
10th
$27,580$27,570
25th
$34,090$30,830
Median
$46,180$35,930
75th
$60,920$41,650
90th
$82,050$49,040

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fitness Trainers and Aerobics Instructors2028–2035
Janitors and Cleaners, Except Maids and Housekeeping Cleaners2028–2035
20242030203520402045

Fitness Trainers and Aerobics Instructors has a longer runway before significant displacement, projected 0 years later than Janitors and Cleaners, Except Maids and Housekeeping Cleaners.

Risk-Adjusted Salary

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

Fitness Trainers and Aerobics Instructors

$34,686

from $46,180

Janitors and Cleaners, Except Maids and Housekeeping Cleaners

$22,284

from $35,930

After adjusting for AI risk, Fitness Trainers and Aerobics Instructors offers $12,402 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fitness

0

Unique to Janitors

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Fitness Trainers and Aerobics InstructorsJanitors and Cleaners, Except Maids and Housekeeping Cleaners
Find transitions from Fitness Trainers and Aerobics InstructorsFind transitions from Janitors and Cleaners, Except Maids and Housekeeping Cleaners