Automation index
How much of a Nephrologist’s job can AI already do?
A filtration figure and a dose tweak come earlier. Calling dialysis and the vascular access do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Nephrologist
23%
AI can already do 23% of this job.
#307 / 633
View rankingNephrologist
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 |
|---|---|---|---|
Read labs, clearance and the sediment.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Kidney clinic, blood pressure and adherence.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Dialysis prescription, immunosuppression and anaemia.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Place or watch catheters and the vascular access.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Ward, consult and the patient who crashes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Transplant list and owning the filtration.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- treat kidneys
- prescribe dialysis
- read clearance
- nephrology clinic
- vascular access
- immunosuppression
- renal hypertension
- transplant list
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212
IS WORK OVER?
Product manager
31%
#37 / 633
View rankingProduct manager
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 |
|---|---|---|---|
Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 28% | +6.2 |
Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 28% | +3.4 |
Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 48% | +3.4 |
Consult with product development personnel on product specifications, such as design, color, or packaging.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Compile lists describing product or service offerings.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 48% | +2.9 |
Develop pricing strategies, balancing firm objectives and customer satisfaction.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 20% | 28% | +5.6 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- characteristics of products
- channel marketing
- advertising techniques
- content marketing strategy
- product comprehension
- company policies
- plan marketing strategy
- assign codes to product items
- perform data analysis
- maintain relationship with suppliers
Sources for this job· O*NET 11-2021.00· ESCO/ISCO 2431