Automation index
How much of a Product owner’s job can AI already do?
A backlog and a user story write fast. Telling engineering no, and a customer yes, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Product owner
27%
AI can already do 27% of this job.
#175 / 643
View rankingProduct owner
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 stories, criteria and backlog.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 50% | +11 |
Maps, roadmaps and release notes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Refine with engineering and design.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Talk to users and stakeholders.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Prioritise, cut scope and say no.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Accept the increment and own the value.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Write stories, criteria and backlog
- Maps, roadmaps and release notes
- Refine with engineering and design
- Talk to users and stakeholders
- Prioritise, cut scope and say no
- Accept the increment and own the value
- product owner
- po agil
Sources for this job· O*NET 15-1199.09· ESCO/ISCO 2519
IS WORK OVER?
Dosimetrist
22%
#336 / 643
View rankingDosimetrist
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 |
|---|---|---|---|
CT, contours and the plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Organ at risk, the curve and not overshooting.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Physics, the check and the one that does not fit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Fraction, the setup and the patient who is not the same.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The oncologist, the trade-off and not signing blind.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
The tumour gets it, and the healthy organ does not.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
- dose plans
- contours
- organs at risk
- dosimetry check
- fractions
- setup
- sim CT
- DVH curves
Sources for this job· O*NET 29-2036.00· ESCO/ISCO 3211