IS WORK OVER?

Automation index

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

A floodplain model comes earlier. Sizing the channel so the village does not flood do not.

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

Task comparison

Hydraulic 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
Hydrology, flows and the floodplain model.
Estimate

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

18%48%+8.6
Field, section and what LiDAR misses.
Estimate

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

16%22%+3.5
Drainage works, pumps and the outfall.
Estimate

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

16%36%+5.8
Water permits and the river authority.
Estimate

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

16%28%+4.5
The flood, the village and the yes to the channel.
Estimate

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

18%14%+2.5
That it does not flood, and not trusting the model alone.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • model floodplains
  • flows
  • drainage
  • channel works
  • water permits
  • pumps
  • channel sections
  • river authority

Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142

Forensic pathologist

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
Read the history, the police file and the scene notes.
Estimate

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

16%40%+6.4
Autopsy, injuries and samples.
Estimate

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

22%10%+2.2
Report, dating and the causal link.
Estimate

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

16%32%+5.1
Give evidence, confirm and hold the lawyer.
Estimate

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

16%22%+3.5
Bodily-harm assessment and sick leave.
Estimate

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

16%28%+4.5
Chain of custody and owning the opinion.
Estimate

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

14%12%+1.7
Total100%23%

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

Skills and activities

  • do autopsies
  • forensic opinion
  • assess injuries
  • give evidence
  • causal link
  • chain of custody
  • body at the scene
  • bodily harm

Sources for this job· O*NET 29-1222.00· ESCO/ISCO 2212

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