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

Lawyer

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
Supervise legal assistants.
Estimate

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

9%22%+2
Analyze the probable outcomes of cases, using knowledge of legal precedents.
Estimate

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

9%48%+4.3
Interpret laws, rulings and regulations for individuals and businesses.
Estimate

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

8%28%+2.2
Gather evidence to formulate defense or to initiate legal actions by such means as interviewing clients and witnesses to ascertain the facts of a case.
Estimate

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

7%28%+2
Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.
Estimate

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

7%55%+3.9
Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.
Estimate

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

6%28%+1.7
Examine legal data to determine advisability of defending or prosecuting lawsuit.
Estimate

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

5%28%+1.4
Perform administrative and management functions related to the practice of law.
Estimate

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

5%28%+1.4
Other less frequent tasks (weight estimated from frequency).
Estimate

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

44%28%+12.3
Total100%31%

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

Skills and activities

  • advise clients
  • draft contracts
  • litigate
  • interpret law
  • legal case management
  • court procedures
  • compile legal documents
  • negotiate in legal cases
  • protect client interests
  • analyse legal evidence

Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2611

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