Radiologic Technicians vs Occupational Therapy Aides AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Radiologic Technicians

59 shared · 16 different

core competencies

low risk

Occupational Therapy Aides

Side-by-Side Comparison

Occupational Therapy Aides leads 3–2

Metric	Radiologic Technicians	Occupational Therapy Aides
Risk Score	26.0%	24.2%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	22th	17th
Tasks at Risk (>50%)	4 / 15	5 / 15
Median Salary	$48,790	$37,370
Employment	174K	5K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Medicine and Dentistry

Therapy and Counseling

Computers and Electronics

Control Precision

Coaching and Developing Others

Psychology

Interacting With Computers

Operation Monitoring

Handling and Moving Objects

Identifying Objects, Actions, and Events

Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologic Technicians

33%

total discount

Occupational Therapy Aides

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Radiologic Technicians

4 of 15 at risk

88%Operate digital picture archiving communications systems.

86%Process exposed radiographs using film processors or computer generated methods.

84%Determine patients' x-ray needs by reading requests or instructions from physicians.

51%Make exposures necessary for the requested procedures, rejecting and repeating work that does not meet established standards.

47%Prepare and set up x-ray room for patient.

Occupational Therapy Aides

5 of 15 at risk

84%Perform clerical, administrative, and secretarial duties, such as answering phones, restocking and ordering supplies, filling out paperwork, and scheduling appointments.

80%Report to supervisors or therapists, verbally or in writing, on patients' progress, attitudes, attendance, and accomplishments.

78%Assist educational specialists or clinical psychologists in administering situational or diagnostic tests to measure client's abilities or progress.

68%Observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.

53%Prepare and maintain work area, materials, and equipment and maintain inventory of treatment and educational supplies.

Wage Comparison

Occupational Therapy Aides earns -$11,420(-23%) vs Radiologic Technicians

Radiologic TechniciansOccupational Therapy Aides

10th

$37,290$27,970

25th

$40,740$34,840

Median

$48,790$37,370

75th

$62,280$44,190

90th

$81,290$65,580

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Radiologic Technicians2028–2035

Occupational Therapy Aides2028–2035

20242030203520402045

Occupational Therapy Aides has a longer runway before significant displacement, projected 0 years later than Radiologic Technicians.

Risk-Adjusted Salary

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

Radiologic Technicians

$36,105

from $48,790

Occupational Therapy Aides

$28,338

from $37,370

After adjusting for AI risk, Radiologic Technicians offers $7,767 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Radiologic

Unique to Occupational

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Decision Complexity

Radiologic TechniciansOccupational Therapy Aides

Find transitions from Radiologic Technicians Find transitions from Occupational Therapy Aides