IS WORK OVER?

Automation index

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

A borehole comes earlier. Calling whether the building stands without hiding the clay do not.

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

Task comparison

Geotechnical 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
Borehole, the sample and the report.
Estimate

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

16%40%+6.4
Field, the water table and the one that was not read.
Estimate

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

18%14%+2.5
Foundations, the clay and not hiding it.
Estimate

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

16%28%+4.5
Slope, the factor and not signing the one that slips.
Estimate

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

16%22%+3.5
The architect, the rush and not jumping to a yes.
Estimate

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

18%18%+3.2
If it stands, sign it. And not hiding the clay.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • boreholes
  • water table
  • clays
  • foundations
  • slopes
  • soil samples
  • geotech reports
  • factors of safety

Sources for this job· O*NET 17-2151.00· ESCO/ISCO 2142

District heating 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
Balance, flows and the loss.
Estimate

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

16%40%+6.4
Chamber, the leak and the one that weeps.
Estimate

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

18%14%+2.5
Substation, the valve and the one that will not open.
Estimate

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

16%28%+4.5
Winter, the last block and not leaving it cold.
Estimate

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

16%22%+3.5
The council, the tariff and not hiding the loss.
Estimate

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

18%18%+3.2
That the heat arrives, and not hiding the loss.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • heat balances
  • flows
  • network losses
  • chambers
  • heat substations
  • the last block
  • tariffs
  • leaks

Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149

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