Radiologic Technologists vs Occupational Therapy Aides AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Radiologic Technologists

54 shared · 22 different

core competencies

low risk

Occupational Therapy Aides

Side-by-Side Comparison

Occupational Therapy Aides leads 4–1

Metric	Radiologic Technologists	Occupational Therapy Aides
Risk Score	28.5%	24.2%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	32th	17th
Tasks at Risk (>50%)	6 / 15	5 / 15
Median Salary	$77,660	$37,370
Employment	223K	5K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Computers and Electronics

Handling and Moving Objects

Customer and Personal Service

Performing for or Working Directly with the Public

MathematicsAI-Vulnerable

Medicine and Dentistry

Interacting With Computers

Clerical

Mechanical

Therapy and Counseling

Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologic Technologists

34%

total discount

Occupational Therapy Aides

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Radiologic Technologists

6 of 15 at risk

86%Key commands and data into computer to document and specify scan sequences, adjust transmitters and receivers, or photograph certain images.

85%Take thorough and accurate patient medical histories.

65%Record, process, and maintain patient data or treatment records and prepare reports.

61%Monitor video display of area being scanned and adjust density or contrast to improve picture quality.

59%Review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes.

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 -$40,290(-52%) vs Radiologic Technologists

Radiologic TechnologistsOccupational Therapy Aides

10th

$52,360$27,970

25th

$62,910$34,840

Median

$77,660$37,370

75th

$93,610$44,190

90th

$106,990$65,580

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Radiologic Technologists2028–2035

Occupational Therapy Aides2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Radiologic Technologists

$55,519

from $77,660

Occupational Therapy Aides

$28,338

from $37,370

After adjusting for AI risk, Radiologic Technologists offers $27,181 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

Regulatory Barriers

Creativity

Decision Complexity

Radiologic TechnologistsOccupational Therapy Aides

Find transitions from Radiologic Technologists Find transitions from Occupational Therapy Aides