Automation index
How much of a Pet groomer’s job can AI already do?
A breed card comes earlier. Grooming without stress and giving it back whole do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Pet groomer
19%
AI can already do 19% of this job.
#527 / 633
View rankingPet groomer
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 |
|---|---|---|---|
Breed, card and what the owner wants.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Bath, clip and the one that bites.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Ears, nails and not hurting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Diary, the delay and the dog that panics.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The owner, the photo and not taking too much off.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
No stress, and giving it back whole.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
- bathe dogs
- breed clip
- nails
- ears
- dogs that bite
- grooming diary
- not hurt
- groom
Sources for this job· O*NET 39-2021.00· ESCO/ISCO 5164
IS WORK OVER?
Data engineer
31%
#36 / 633
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