IS WORK OVER?

Automation index

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

Calcs and drawings speed up. Being on site, stamping, and owning ground that is not the model do not.

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

Task comparison

Civil 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
Structural calcs and code checks.
Estimate

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

22%42%+9.2
Drawings, quantities and cost estimate.
Estimate

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

18%38%+6.8
Geotech and simplified impact reports.
Estimate

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

16%22%+3.5
Coordination with contractor, council and suppliers.
Estimate

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

16%15%+2.4
Site execution and safety control.
Estimate

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

16%12%+1.9
Site authority and responsible signature.
Estimate

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

12%10%+1.2
Total100%25%

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

Skills and activities

  • Structural calcs and code checks
  • Drawings, quantities and cost estimate
  • Geotech and simplified impact reports
  • Site execution and safety control
  • Site authority and responsible signature
  • ingeniero civil
  • civil engineer
  • obras publicas
  • caminos

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

Domestic worker

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
Lists, online shopping and written errands.
Estimate

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

14%30%+4.2
Menus and pantry organisation.
Estimate

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

12%22%+2.6
Clean, cook, iron and tidy.
Estimate

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

26%8%+2.1
Care for elders or children of the house.
Estimate

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

16%10%+1.6
Trust, keys and boundaries.
Estimate

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

16%12%+1.9
Relationship with the employing family.
Estimate

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

16%14%+2.2
Total100%15%

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

Skills and activities

  • Lists, online shopping and written errands
  • Menus and pantry organisation
  • Clean, cook, iron and tidy
  • Care for elders or children of the house
  • Trust, keys and boundaries
  • Relationship with the employing family
  • empleada de hogar
  • interno
  • domestic worker
  • trabajadora del hogar

Sources for this job· O*NET 39-9011.00· ESCO/ISCO 9111

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