IS WORK OVER?

Automation index

How much of a Small-hydro technician’s job can AI already do?

A turbinable flow comes earlier. Spinning without running dry do not.

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

Task comparison

Small-hydro technician

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
Flow, set-point and the log.
Estimate

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

16%32%+5.1
Turbine, the bearing and the one that sounds.
Estimate

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

22%8%+1.8
Gate, the jam and the log.
Estimate

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

16%22%+3.5
Low flow, the river and not forcing it.
Estimate

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

16%28%+4.5
The flood, the spill and not leaving it open.
Estimate

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

16%18%+2.9
That it spins, and not dry.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • turbinable flow
  • bearings
  • gates
  • low flow
  • spills
  • small hydro
  • turbine logs
  • jams

Sources for this job· O*NET 51-8013.00· ESCO/ISCO 3131

Landscape architect

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
Plan, species and the irrigation.
Estimate

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

16%44%+7
Works, levels and the tree that will not fit.
Estimate

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

18%16%+2.9
Soil, climate and not planting what will not last.
Estimate

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

16%32%+5.1
Client, maintenance and what they will not water.
Estimate

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

16%28%+4.5
August, the drought and the yes to xeriscape.
Estimate

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

18%14%+2.5
That it is lived in, and not dying in August.
Estimate

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

16%12%+1.9
Total100%24%

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

Skills and activities

  • planting plans
  • species
  • garden irrigation
  • xeriscape
  • works levels
  • soil
  • garden maintenance
  • trees

Sources for this job· O*NET 17-1012.00· ESCO/ISCO 2162

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