Automation index
How much of a Wildland firefighter’s job can AI already do?
A fire-front map comes earlier. Going onto the slope with the wind against you do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Wildland firefighter
18%
AI can already do 18% of this job.
#594 / 673
View rankingWildland firefighter
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 |
|---|---|---|---|
Logs, map and the day’s attack plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Line, hose-lay and the spot fire.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 6% | +1.4 |
Tools, pump and the water that does not arrive.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Night watch, lookout and the flare-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Coordinate aircraft and the command post.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Get out whole and leave nobody behind.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- fight wildfires
- cut line
- lay hose
- night watch
- portable pump
- air assets
- fire-front map
- spot fires
Sources for this job· O*NET 33-2022.00· ESCO/ISCO 5411
IS WORK OVER?
Phoniatrician
27%
#155 / 673
View rankingPhoniatrician
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 |
|---|---|---|---|
Clinic, spectrum and the larynx.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
The job, the strain and the one who will not stop.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Therapy, the exercise and adherence.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Surgery, the indication and not operating extra.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The singer, the opening night and not selling a miracle.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Give the voice back, and not operating extra.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
- voice spectrum
- larynx
- vocal strain
- voice therapy
- surgical indication
- singers
- dysphonia
- not operate extra
Sources for this job· O*NET 29-1127.00· ESCO/ISCO 2266