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

Copywriter

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
Vary language and tone of messages based on product and medium.
Estimate

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

21%28%+5.9
Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.
Estimate

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

19%22%+4.2
Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.
Estimate

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

15%28%+4.2
Present drafts and ideas to clients.
Estimate

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

14%22%+3.1
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
Estimate

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

14%28%+3.9
Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.
Estimate

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

8%28%+2.2
Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.
Estimate

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

7%28%+2
Conduct research and interviews to determine which of a product's selling features should be promoted.
Estimate

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

2%48%+1
Total100%27%

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

Skills and activities

  • musical genres
  • musical notation
  • music literature
  • musical theory
  • copyright legislation
  • study music
  • write songs
  • match lyrics to mood of melody
  • write to a deadline
  • create a rhyme scheme structure

Sources for this job· O*NET 27-3043.00· ESCO/ISCO 2641

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