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

Pharmacist

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
Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.
Estimate

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

12%28%+3.4
Assess the identity, strength, or purity of medications.
Estimate

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

11%28%+3.1
Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.
Estimate

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

10%28%+2.8
Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs.
Estimate

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

9%12%+1.1
Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.
Estimate

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

9%12%+1.1
Advise customers on the selection of medication brands, medical equipment, or healthcare supplies.
Estimate

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

7%28%+2
Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.
Estimate

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

6%28%+1.7
Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.
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.

30%28%+8.4
Total100%25%

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

Skills and activities

  • microbiology-bacteriology
  • pharmacy law
  • organic chemistry
  • physics
  • pharmaceutical technology
  • pharmacognosy
  • human anatomy
  • toxicology
  • inorganic chemistry
  • pharmacokinetics

Sources for this job· O*NET 29-1051.00· ESCO/ISCO 2262

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