Takeover Tracker
vs

67 shared · 20 different

core competencies

26%medium risk
Internists, General

Side-by-Side Comparison

MetricPhysical Medicine and Rehabilitation PhysiciansInternists, General
Risk Score28.1%26.4%
Risk TierMedium RiskMedium Risk
Risk Percentile30th23th
Tasks at Risk (>50%)4 / 152 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Education and Training
Training and Teaching Others
Judging the Qualities of Things, Services, or People
Biology
Performing for or Working Directly with the Public
Identifying Objects, Actions, and Events
Coaching and Developing Others
Estimating the Quantifiable Characteristics of Products, Events, or Information
Science
Analyzing Data or Information
Developing and Building Teams
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Physical Medicine and Rehabilitation Physicians

39%

total discount

Internists, General

38%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Physical Medicine and Rehabilitation Physicians

4 of 15 at risk
86%Document examination results, treatment plans, and patients' outcomes.
76%Prescribe physical therapy to relax the muscles and improve strength.
76%Prescribe therapy services, such as electrotherapy, ultrasonography, heat or cold therapy, hydrotherapy, debridement, short-wave or microwave diathermy, and infrared or ultraviolet radiation, to enhance rehabilitation.
51%Develop comprehensive plans for immediate and long-term rehabilitation including therapeutic exercise; speech and occupational therapy; counseling; cognitive retraining; patient, family or caregiver education; or community reintegration.
47%Monitor effectiveness of pain management interventions such as medication or spinal injections.

Internists, General

2 of 15 at risk
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
49%Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.
49%Refer patient to medical specialist or other practitioner when necessary.
49%Analyze records, reports, test results, or examination information to diagnose medical condition of patient.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Physical Medicine and Rehabilitation Physicians20282035
Internists, General20282035
20242030203520402045

Internists, General has a longer runway before significant displacement, projected 0 years later than Physical Medicine and Rehabilitation Physicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Physical

0

Unique to Internists,

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Physical Medicine and Rehabilitation PhysiciansInternists, General