IS WORK OVER?

Automation index

How much of a Forestry engineer’s job can AI already do?

An inventory and a plan come earlier. Marking a forest and not letting it burn do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Forestry engineer

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
Inventory, GIS and management plans.
Estimate

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

16%40%+6.4
Projects, felling and replanting.
Estimate

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

16%28%+4.5
Forest, fire and pests.
Estimate

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

18%14%+2.5
Authorities, hunters and neighbours.
Estimate

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

16%22%+3.5
Biodiversity, tracks and water.
Estimate

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

18%16%+2.9
Not signing a cut that leaves the forest empty.
Estimate

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

16%14%+2.2
Total100%22%

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

Skills and activities

  • Inventory, GIS and management plans
  • Projects, felling and replanting
  • Forest, fire and pests
  • Authorities, hunters and neighbours
  • Biodiversity, tracks and water
  • ingeniero forestal
  • forestry engineer

Sources for this job· O*NET 19-1032.00· ESCO/ISCO 2132

BI analyst

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
Model data, light ETL and dashboards.
Estimate

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

24%58%+13.9
Write SQL, measures and docs.
Estimate

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

18%50%+9
Define KPIs with the business and negotiate meaning.
Estimate

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

16%22%+3.5
Present insights and defend the number.
Estimate

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

16%18%+2.9
Data quality, alerts and lineage.
Estimate

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

14%15%+2.1
Prioritise requests and say no.
Estimate

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

12%20%+2.4
Total100%34%

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

Skills and activities

  • Model data, light ETL and dashboards
  • Write SQL, measures and docs
  • Present insights and defend the number
  • Data quality, alerts and lineage
  • Prioritise requests and say no
  • business intelligence
  • analista bi
  • power bi
  • looker

Sources for this job· O*NET 15-2051.00· ESCO/ISCO 2511

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