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