Automation index
How much of a Blood bank technician’s job can AI already do?
An automated crossmatch comes earlier. Confirming the group and not issuing the wrong bag do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Blood bank technician
28%
AI can already do 28% of this job.
#120 / 623
View rankingBlood bank technician
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 |
|---|---|---|---|
Group, screen and the bag crossmatch.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Fractionate, label and traceability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The emergency, the massive and the ID error.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Donation, apheresis and the donor who feels unwell.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Stock, expiry and what theatre asks for.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The right bag and owning the blood group.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- crossmatch blood
- blood group
- fractionate products
- donor apheresis
- bag traceability
- massive transfusion
- label units
- blood bank
Sources for this job· O*NET 29-2011.00· ESCO/ISCO 3212
IS WORK OVER?
Cloud architect
28%
#82 / 623
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