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 / 633
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?
Site reliability engineer
28%
#103 / 633
View rankingSite reliability 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 |
|---|---|---|---|
SLOs, alerts and the runbook.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Incident, war room and not making it worse.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
CI/CD, capacity and the error budget.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Postmortem, toil and automating the repeated.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The product that wants to ship and the SLO that will not allow it.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Not taking production down, and signing the change.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
- SLOs
- runbooks
- handle incidents
- error budget
- autoscale
- postmortem
- reduce toil
- reliability CI/CD
Sources for this job· O*NET 15-1244.00· ESCO/ISCO 2512