Takeover Tracker

27%medium risk
Radiation Therapists
vs

66 shared · 19 different

core competencies

33%medium risk
Medical Assistants

Side-by-Side Comparison

MetricRadiation TherapistsMedical Assistants
Risk Score26.6%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile24th58th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$101,990$44,200
Employment19K793K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Making Decisions and Solving Problems
Biology
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Electronic Equipment
Therapy and Counseling
Education and Training
MathematicsAI-Vulnerable
Arm-Hand Steadiness
Control Precision
Handling and Moving Objects
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiation Therapists

34%

total discount

Medical Assistants

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Radiation Therapists

5 of 15 at risk
87%Review prescription, diagnosis, patient chart, and identification.
87%Maintain records, reports, or files as required, including such information as radiation dosages, equipment settings, or patients' reactions.
87%Calculate actual treatment dosages delivered during each session.
85%Enter data into computer and set controls to operate or adjust equipment or regulate dosage.
69%Follow principles of radiation protection for patient, self, and others.

Medical Assistants

7 of 15 at risk
87%Perform general office duties, such as answering telephones, taking dictation, or completing insurance forms.
86%Record patients' medical history, vital statistics, or information such as test results in medical records.
77%Perform routine laboratory tests and sample analyses.
68%Greet and log in patients arriving at office or clinic.
66%Contact medical facilities or departments to schedule patients for tests or admission.

Wage Comparison

Medical Assistants earns -$57,790(-57%) vs Radiation Therapists
Radiation TherapistsMedical Assistants
10th
$77,860$35,020
25th
$86,520$37,610
Median
$101,990$44,200
75th
$120,360$48,160
90th
$141,550$57,830

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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