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

Nurse

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
Maintain accurate, detailed reports and records.
Estimate

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

7%55%+3.9
Record patients' medical information and vital signs.
Estimate

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

7%12%+0.8
Administer medications to patients and monitor patients for reactions or side effects.
Estimate

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

7%12%+0.8
Monitor, record, and report symptoms or changes in patients' conditions.
Estimate

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

7%12%+0.8
Monitor all aspects of patient care, including diet and physical activity.
Estimate

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

7%12%+0.8
Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.
Estimate

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

6%12%+0.7
Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.
Estimate

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

6%28%+1.7
Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.
Estimate

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

5%12%+0.6
Other less frequent tasks (weight estimated from frequency).
Estimate

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

48%28%+13.4
Total100%24%

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

Skills and activities

  • care for patients
  • diagnose
  • nursing care
  • clinical notes
  • impact of social contexts on health
  • specialist nursing care
  • educate on the prevention of illness
  • provide professional care in nursing
  • contribute to continuity of health care
  • promote a positive image of nursing

Sources for this job· O*NET 29-1141.00· ESCO/ISCO 2221

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