IS WORK OVER?

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

Forest 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.

TaskShareAIPoints
Logs, GIS and penalty files.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Patrol, poaching and fires.
Estimate

No public source provides a precise figure. This is our estimate.

22%10%+2.2
Neighbours, shepherds and councils.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Sampling, paths and signage.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Duties, weather and terrain.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Not arriving late to a column of smoke.
Estimate

No public source provides a precise figure. This is our estimate.

14%14%+2
Total100%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

Salesperson

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.

TaskShareAIPoints
Check stock levels and reorder merchandise as necessary.
Estimate

No public source provides a precise figure. This is our estimate.

9%28%+2.5
Recommend products to customers, based on customers' needs and interests.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Answer customers' questions about products, prices, availability, product uses, and credit terms.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Plan, assemble, and stock product displays in retail stores, or make recommendations to retailers regarding product displays, promotional programs, and advertising.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Estimate or quote prices, credit or contract terms, warranties, and delivery dates.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Provide customers with product samples and catalogs.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Monitor market conditions, product innovations, and competitors' products, prices, and sales.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Prepare sales contracts and order forms.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

41%28%+11.5
Total100%28%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • characteristics of products
  • agricultural equipment
  • sales promotion techniques
  • product comprehension
  • guarantee customer satisfaction
  • communicate with customers
  • manage schedule of tasks
  • implement marketing strategies
  • ensure compliance with legal requirements
  • answer requests for quotation

Sources for this job· O*NET 41-4012.00· ESCO/ISCO 2433

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