Takeover Tracker
vs

80 shared · 29 different

core competencies

27%medium risk
Radiation Therapists

Side-by-Side Comparison

MetricEmergency Medical Technicians and ParamedicsRadiation Therapists
Risk Score17.3%26.6%
Risk TierLow RiskMedium Risk
Risk Percentile3th24th
Tasks at Risk (>50%)3 / 155 / 15
Median SalaryN/A$101,990
EmploymentN/A19K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Physics
Telecommunications
Law and Government
Chemistry
Education and Training
Active LearningAI-Augmented
Communicating with Persons Outside Organization
Inductive Reasoning
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Emergency Medical Technicians and Paramedics

38%

total discount

Radiation Therapists

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Emergency Medical Technicians and Paramedics

3 of 15 at risk
77%Communicate with dispatchers or treatment center personnel to provide information about situation, to arrange reception of victims, or to receive instructions for further treatment.
74%Observe, record, and report to physician the patient's condition or injury, the treatment provided, and reactions to drugs or treatment.
53%Assess nature and extent of illness or injury to establish and prioritize medical procedures.
49%Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.
49%Maintain vehicles and medical and communication equipment and replenish first aid equipment and supplies.

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.

Wage Comparison

Emergency Medical Technicians and ParamedicsRadiation Therapists
10th
N/A$77,860
25th
N/A$86,520
Median
N/A$101,990
75th
N/A$120,360
90th
N/A$141,550

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Emergency Medical Technicians and Paramedics20282035
Radiation Therapists20282035
20242030203520402045

Emergency Medical Technicians and Paramedics has a longer runway before significant displacement, projected 0 years later than Radiation Therapists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Emergency

0

Unique to Radiation

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Fine Manipulation
Decision Complexity
Emergency Medical Technicians and ParamedicsRadiation Therapists
Emergency Medical Technicians and Paramedics vs Radiation Therapists AI Risk — Takeover Tracker