Automation index
How much of a Dialysis nurse’s job can AI already do?
A session protocol comes earlier. Needling the fistula and finishing the run do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Dialysis nurse
21%
AI can already do 21% of this job.
#416 / 633
View rankingDialysis nurse
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 |
|---|---|---|---|
Weigh, set ultrafiltration and the circuit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Needle the fistula, connect and watch the run.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Hypotension, cramps and the one who feels ill.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Educate, diet and the access that underperforms.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Shifts, machines and cleaning the monitor.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
No clotting and signing the session.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- needle fistulas
- dialysis session
- ultrafiltration
- connect the machine
- dialysis education
- intradialytic hypotension
- vascular access
- clean the monitor
Sources for this job· O*NET 29-1141.00· ESCO/ISCO 2221
IS WORK OVER?
Cloud architect
28%
#82 / 633
View rankingCloud architect
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 |
|---|---|---|---|
Diagrams, ADRs and a first IaC pass.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Cost estimate, Well-Architected and gaps.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, security and network.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 20% | +3.2 |
Align with security, finops and product.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
PoCs, real failures and vendor limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Sign the design and own the incident.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- building plans
- renders
- sign a project
- Diagrams, ADRs and a first IaC pass
- Cost estimate, Well-Architected and gaps
- Review PRs, security and network
- Align with security, finops and product
- PoCs, real failures and vendor limits
- Sign the design and own the incident
- arquitecto cloud
Sources for this job· O*NET 15-1243.01· ESCO/ISCO 2511