Automation index
How much of a Virologist’s job can AI already do?
A PCR comes earlier. Isolating the virus without contaminating the lab do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Virologist
22%
AI can already do 22% of this job.
#400 / 633
View rankingVirologist
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 |
|---|---|---|---|
PCR, cultures and the report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Isolate, biosafety and the one that breaks.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Outbreak, sequence and the one that does not fit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Public health, the note and not delaying.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The clinician, the antiviral and not jumping.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Isolate, and not contaminating.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- virus PCR
- cultures
- biosafety
- sequence outbreaks
- isolate virus
- public-health notes
- antivirals
- P3 lab
Sources for this job· O*NET 19-1022.00· ESCO/ISCO 2131
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