IS WORK OVER?

Automation index

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

A frame model comes earlier. Signing that it takes wind and quake do not.

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

Task comparison

Structural 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
Model, combinations and the calculation annex.
Estimate

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

18%52%+9.4
Site, rebar and what was not poured that way.
Estimate

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

16%22%+3.5
Code, building regs and the sizing note.
Estimate

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

16%36%+5.8
Pathology, the crack and shore or not.
Estimate

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

16%18%+2.9
The architect, the deadline and not trimming the depth.
Estimate

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

18%14%+2.5
Sign that it stands, and not hiding the assumption.
Estimate

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

16%12%+1.9
Total100%26%

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

Skills and activities

  • calculate structures
  • frame model
  • calculation annex
  • building regs
  • rebar
  • structural pathology
  • load combinations
  • shore

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

Train conductor

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
Consist, brakes and the departure sheet.
Estimate

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

16%36%+5.8
Platform, close-up and the one left outside.
Estimate

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

18%12%+2.2
Incidents, Control and the delay.
Estimate

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

16%28%+4.5
Ticket staff, the fare dodger and the clash.
Estimate

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

16%22%+3.5
The line, the points and not leaving early.
Estimate

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

18%18%+3.2
Leave nobody behind, and sign the consist.
Estimate

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

16%12%+1.9
Total100%21%

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

Skills and activities

  • train consist
  • platform close-up
  • departure sheet
  • Control
  • brake check
  • line incidents
  • halts
  • delays

Sources for this job· O*NET 53-4031.00· ESCO/ISCO 8312

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