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

Nanny

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
Planning, errands and notes to the family.
Estimate

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

14%28%+3.9
Activities, homework and planned play.
Estimate

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

12%22%+2.6
Care, feed and settle the child.
Estimate

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

26%6%+1.6
Safety, fever and first aid.
Estimate

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

16%8%+1.3
Boundaries with parents and the house.
Estimate

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

16%10%+1.6
Bond, patience and consistency.
Estimate

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

16%12%+1.9
Total100%13%

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

Skills and activities

  • Planning, errands and notes to the family
  • Activities, homework and planned play
  • Care, feed and settle the child
  • Safety, fever and first aid
  • Boundaries with parents and the house
  • Bond, patience and consistency
  • ninera
  • nanny
  • canguro
  • au pair

Sources for this job· O*NET 39-9011.00· ESCO/ISCO 5311

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