Automation index
How much of a Internist’s job can AI already do?
A differential and a first plan come earlier. Seeing the whole complex patient does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Internist
24%
AI can already do 24% of this job.
#273 / 623
View rankingInternist
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Cross labs, imaging and a differential.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Ward round, examination and decisions.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Explain to family and ceilings of care.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Discharge reports, consults and boards.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Medical on-call and difficult patients.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Team, residents and not fragmenting the patient.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 24% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- care for patients
- diagnose
- nursing care
- clinical notes
- Cross labs, imaging and a differential
- Ward round, examination and decisions
- Explain to family and ceilings of care
- Discharge reports, consults and boards
- Medical on-call and difficult patients
- internista
Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2212
IS WORK OVER?
Junior developer
31%↓
#38 / 623
View rankingJunior developer
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 48% | +6.2 |
Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Develop Web sites.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 30% | 28% | +8.4 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write code
- programming
- software development
- coding
- debug code
- computer programming
- decentralized application frameworks
- blockchain openness
- software components libraries
- ICT debugging tools
Sources for this job· O*NET 15-1251.00· ESCO/ISCO 2512