Family and General Practitioners
Physicians who diagnose, treat, and help prevent diseases and injuries that commonly occur in the general population. May refer patients to specialists when needed for further diagnosis or treatment.
How AI Impacts Each Task
15 tasks analyzed
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury.
Order, perform, and interpret tests and analyze records, reports, and examination information to diagnose patients' condition.
Collect, record, and maintain patient information, such as medical history, reports, or examination results.
Monitor patients' conditions and progress and reevaluate treatments as necessary.
Explain procedures and discuss test results or prescribed treatments with patients.
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.
Refer patients to medical specialists or other practitioners when necessary.
Deliver babies.
Coordinate work with nurses, social workers, rehabilitation therapists, pharmacists, psychologists, and other health care providers.
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems.
Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.
Train residents, medical students, and other health care professionals.
Prepare government or organizational reports which include birth, death, and disease statistics, workforce evaluations, or medical status of individuals.
Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury. | 30Estimated | 39.0% | 15% | |
| Order, perform, and interpret tests and analyze records, reports, and examination information to diagnose patients' condition. | 55Estimated | 49.0% | 15% | |
| Collect, record, and maintain patient information, such as medical history, reports, or examination results. | 39.28Observed | 64.9% | 15% | |
| Monitor patients' conditions and progress and reevaluate treatments as necessary. | 64.42Observed | 52.8% | 10% | |
| Explain procedures and discuss test results or prescribed treatments with patients. | 53.2Observed | 36.3% | 10% | |
| Advise patients and community members concerning diet, activity, hygiene, and disease prevention. | 30Estimated | 27.0% | 8% | |
| Refer patients to medical specialists or other practitioners when necessary. | 61.9Observed | 51.8% | 5% | |
| Deliver babies. | 0Estimated | 9.0% | 2% | |
| Coordinate work with nurses, social workers, rehabilitation therapists, pharmacists, psychologists, and other health care providers. | 30Estimated | 27.0% | 5% | |
| Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff. | 20Estimated | 23.0% | 5% | |
| Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | 0Estimated | 9.0% | 2% | |
| Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness. | 60.88Observed | 51.4% | 2% | |
| Train residents, medical students, and other health care professionals. | 30Estimated | 27.0% | 2% | |
| Prepare government or organizational reports which include birth, death, and disease statistics, workforce evaluations, or medical status of individuals. | 64.05Observed | 74.8% | 2% | |
| Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury. | 65Estimated | 53.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Family and General Practitioners skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
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SQL Fundamentals Skill Track
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AI-Augmentation Tools
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Creative Writing Specialization
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Double down on skills AI can't replicate
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by Case Western Reserve University
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

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The Medical Protection Society is demanding legal overhauls to protect healthcare workers from being held personally liable for diagnostic errors made by AI. Without new protections, doctors face severe career and financial risks when using mandated tech.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis