Automation index
How much of a Nature guide’s job can AI already do?
A species card comes earlier. Actually looking without leaving litter do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Nature guide
22%
AI can already do 22% of this job.
#337 / 623
View rankingNature guide
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 |
|---|---|---|---|
Route, species and the group.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Field, the one who will not quiet and the one who lags.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Weather, the path and aborting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Interpret, not reciting and the one who asks.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Capacity, the nest and not getting too close.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they look, and not leaving litter.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
- nature routes
- species
- interpret
- nests
- capacity
- paths
- field groups
- litter
Sources for this job· O*NET 39-7012.00· ESCO/ISCO 5113
IS WORK OVER?
Mobile developer
28%
#92 / 623
View rankingMobile developer
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 |
|---|---|---|---|
Screens, API and offline state.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Store review, crashlytics and ANRs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Real device, the notch and fragmented Android.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
CI, tests and the week's release.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Product, the redesign and not breaking what people use.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it does not crash, and not ignoring the one-star.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- build apps
- ship to stores
- crashlytics
- offline state
- ANRs
- mobile tests
- fragmented Android
- store review
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514