Automation index
How much of a Referee’s job can AI already do?
A report and a VAR protocol come earlier. Giving a penalty in front of 40,000 people does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Referee
15%
AI can already do 15% of this job.
#648 / 663
View rankingReferee
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 |
|---|---|---|---|
Reports, match sheets and clip review.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Desk fitness prep and the laws.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Run the match on the field.EstimateNo public source provides a precise figure. This is our estimate. | 26% | 5% | +1.3 |
Handle protests, VAR and pressure.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 8% | +1.3 |
Travel, appointments and fatigue.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Judgment, consistency and authority.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 15% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Reports, match sheets and clip review
- Desk fitness prep and the laws
- Run the match on the field
- Handle protests, VAR and pressure
- Travel, appointments and fatigue
- Judgment, consistency and authority
- arbitro
- referee
- colegiado
Sources for this job· O*NET 27-2023.00· ESCO/ISCO 3422
IS WORK OVER?
IVF laboratory technician
19%
#571 / 663
View rankingIVF laboratory 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 |
|---|---|---|---|
Diary, the retrieval and the count.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Capacitation, the sample and the one that is not there.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Identify, the double check and not crossing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Cryopreserve, the tank and the one that is lost.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The embryologist, the rush and not rushing a tube.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not crossing couples. Ever.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- retrievals
- sperm capacitation
- double check
- cryopreservation
- nitrogen tanks
- identify gametes
- not cross couples
- oocyte count
Sources for this job· O*NET 29-2011.00· ESCO/ISCO 3212