Automation index
Can AI do the work of a Doctor?
Today an AI can already prep materials, sort notes, and write a first summary. The class, the source, and the patient still need someone in the room.
It does not measure whether your company will replace you.
Task comparison
IS WORK OVER?
Doctor
22%
AI or a robot can already do 22% of this job.
#87 / 103
View rankingDoctor
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Collect, record, and maintain patient information, such as medical history, reports, or examination results.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 12% | +1.1 |
Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Analyze records, reports, test results, or examination information to diagnose medical condition of patient.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Explain procedures and discuss test results or prescribed treatments with patients.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 36% | 28% | +10.1 |
| Total | 100% | 22% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- care for patients
- diagnose
- nursing care
- clinical notes
- manage research data
- operate open source software
- demonstrate disciplinary expertise
- think abstractly
- manage personal professional development
- synthesise information
Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2211
IS WORK OVER?
Dietitian
20%
#90 / 103
View rankingDietitian
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 22% | +2.9 |
Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 22% | +2.6 |
Evaluate laboratory tests in preparing nutrition recommendations.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 12% | +1.3 |
Record and evaluate patient and family health and food history, including symptoms, environmental toxic exposure, allergies, medication factors, and preventive health-care measures.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 12% | +1.1 |
Incorporate patient cultural, ethnic, or religious preferences and needs in the development of nutrition plans.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 12% | +1.1 |
Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Coordinate diet counseling services.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 22% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 22% | 28% | +6.2 |
| Total | 100% | 20% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- hygiene in a health care setting
- eating disorders
- counselling methods
- health care legislation
- biological chemistry
- calculation of food energy
- medical terminology
- supervision of persons
- human physiology
- pharmacology
Sources for this job· O*NET 29-1031.00· ESCO/ISCO 2265