Automation index
How much of a Forest ranger’s job can AI already do?
A log and a GIS come earlier. Walking the forest and stopping a fire do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Forest ranger
18%
AI can already do 18% of this job.
#561 / 643
View rankingForest ranger
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, GIS and penalty files.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Patrol, poaching and fires.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Neighbours, shepherds and councils.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Sampling, paths and signage.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Duties, weather and terrain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Not arriving late to a column of smoke.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Logs, GIS and penalty files
- Patrol, poaching and fires
- Neighbours, shepherds and councils
- Sampling, paths and signage
- Duties, weather and terrain
- Not arriving late to a column of smoke
- agente forestal
- agente medioambiental
- forest ranger
Sources for this job· O*NET 33-3031.00· ESCO/ISCO 5419
IS WORK OVER?
Delivery driver
28%
#117 / 643
View rankingDelivery driver
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 |
|---|---|---|---|
Obey traffic laws and follow established traffic and transportation procedures.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 28% | +3.6 |
Read maps and follow written or verbal geographic directions.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Verify the contents of inventory loads against shipping papers.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Load and unload trucks, vans, or automobiles.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Present bills and receipts and collect payments for goods delivered or loaded.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 22% | +1.5 |
Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Turn in receipts and money received from deliveries.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 26% | 28% | +7.3 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- geographic areas
- road traffic laws
- communicate with customers
- act reliably
- drive in urban areas
- ensure the integrity of mail
- use geographic information systems
- establish daily priorities
- analyse ways to reduce travel time
- interpret traffic signals
Sources for this job· O*NET 53-3033.00· ESCO/ISCO 8321