IS WORK OVER?

Automation index

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

A key tag comes earlier. Not marking the car and having it ready when they come out do not.

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

Task comparison

Valet

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
Tag, keys and the bay map.
Estimate

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

16%32%+5.1
Drive someone else’s, the tight car park and not marking it.
Estimate

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

22%8%+1.8
The client already out and the car still downstairs.
Estimate

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

16%22%+3.5
Insurance, the knock and who pays.
Estimate

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

16%28%+4.5
The event, the rain and not losing a key.
Estimate

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

16%18%+2.9
No mark, and the car on time.
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

  • keep keys
  • park others’ cars
  • bay map
  • not mark
  • valet events
  • knock insurance
  • tight car park
  • return on time

Sources for this job· O*NET 53-6021.00· ESCO/ISCO 8322

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

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