Takeover Tracker

27%medium risk
Radiation Therapists
vs

61 shared · 24 different

core competencies

Side-by-Side Comparison

MetricRadiation TherapistsEndoscopy Technicians
Risk Score26.6%21.5%
Risk TierMedium RiskLow Risk
Risk Percentile24th10th
Tasks at Risk (>50%)5 / 153 / 12
Median Salary$101,990$46,050
Employment19K104K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Controlling Machines and Processes
MathematicsAI-Vulnerable
Customer and Personal Service
Identifying Objects, Actions, and Events
Psychology
Medicine and Dentistry
Interacting With Computers
Scheduling Work and Activities
Computers and Electronics
Coordinating the Work and Activities of Others
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiation Therapists

34%

total discount

Endoscopy Technicians

32%

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.

Endoscopy Technicians

3 of 12 at risk
85%Maintain inventories of endoscopic equipment and supplies.
70%Perform safety checks to verify proper equipment functioning.
51%Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in endoscopy.
49%Attend in-service training to validate or refresh basic professional skills.
43%Clean, disinfect, or calibrate scopes or other endoscopic instruments according to manufacturer recommendations and facility standards.

Wage Comparison

Endoscopy Technicians earns -$55,940(-55%) vs Radiation Therapists
Radiation TherapistsEndoscopy Technicians
10th
$77,860$32,450
25th
$86,520$37,570
Median
$101,990$46,050
75th
$120,360$57,650
90th
$141,550$68,180

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Radiation Therapists: Not yetEndoscopy Technicians: Not yet