Automation index
How much of a Sporting director’s job can AI already do?
A squad map comes earlier. Signing without breaking the dressing room do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Sporting director
27%
AI can already do 27% of this job.
#149 / 623
View rankingSporting director
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 |
|---|---|---|---|
Squad, wages and financial fair play.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Signings, scouting and the one who does not fit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Coach, the project and the one who burns.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Board, the fans and not selling smoke.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The injury, the window and not papering over.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Sign well, and not breaking the dressing room.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- squad
- signings
- fair play
- scouting
- wages
- the project
- dressing room
- the window
Sources for this job· O*NET 27-2022.00· ESCO/ISCO 3422
IS WORK OVER?
Data engineer
31%
#36 / 623
View rankingData engineer
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 |
|---|---|---|---|
Design pipelines, models and orchestration.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 50% | +12 |
Write SQL, Spark and data tests.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 45% | +8.1 |
Incidents, quality and lineage in production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Talk to analysts and negotiate data contracts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Cloud cost, permissions and PII.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Decide architecture and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 20% | +2.4 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Design pipelines, models and orchestration
- Write SQL, Spark and data tests
- Cloud cost, permissions and PII
- Decide architecture and technical debt
- ingeniero de datos
- data engineer
- etl
Sources for this job· O*NET 15-1243.00· ESCO/ISCO 2511