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

Real estate agent

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
Generate lists of properties that are compatible with buyers' needs and financial resources.
Estimate

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

7%28%+2
Answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals.
Estimate

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

6%12%+0.7
Promote sales of properties through advertisements, open houses, and participation in multiple listing services.
Estimate

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

6%28%+1.7
Contact property owners and advertise services to solicit property sales listings.
Estimate

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

5%28%+1.4
Display commercial, industrial, agricultural, and residential properties to clients and explain their features.
Estimate

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

5%28%+1.4
Coordinate appointments to show homes to prospective buyers.
Estimate

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

5%28%+1.4
Contact previous clients for prospecting of referral business.
Estimate

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

5%28%+1.4
Act as an intermediary in negotiations between buyers and sellers, generally representing one or the other.
Estimate

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

5%22%+1.1
Other less frequent tasks (weight estimated from frequency).
Estimate

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

56%28%+15.7
Total100%27%

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

Skills and activities

  • customer service
  • contract law
  • office administration
  • real estate market
  • mortgage loans
  • property law
  • maintain relationship with customers
  • advise on property value
  • identify customer's needs
  • inform on renting agreements

Sources for this job· O*NET 41-9022.00· ESCO/ISCO 3334

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