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.
#554 / 633
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?
Paralegal
44%
#4 / 633
View rankingParalegal
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 |
|---|---|---|---|
Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.EstimateNo public source provides a precise figure. This is our estimate. | 21% | 55% | +11.6 |
Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.EstimateNo public source provides a precise figure. This is our estimate. | 19% | 55% | +10.5 |
Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 55% | +6.6 |
Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 55% | +5.5 |
Meet with clients and other professionals to discuss details of cases.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
Direct and coordinate law office activity, including delivery of subpoenas.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
File pleadings with court clerks.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 22% | +2.2 |
Prepare for trial by performing tasks such as organizing exhibits.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
| Total | 100% | 44% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- design interfaces
- prototypes
- figma
- legal case management
- legal research
- legal department processes
- legal terminology
- court procedures
- compile legal documents
- handle evidence
Sources for this job· O*NET 23-2011.00· ESCO/ISCO 3411