IS WORK OVER?

Automation index

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

A fibroscan comes earlier. Biopsying the liver and calling the transplant do not.

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

Task comparison

Hepatologist

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
Labs, fibroscan and the stage.
Estimate

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

18%48%+8.6
Clinic, the drink and the one who denies it.
Estimate

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

16%40%+6.4
Biopsy, the risk and not needling extra.
Estimate

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

16%22%+3.5
Antiviral, adherence and the one who quits.
Estimate

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

16%28%+4.5
The transplant board and not jumping to a yes.
Estimate

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

18%14%+2.5
Call the liver, and talking to the family.
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

  • fibroscan
  • liver biopsy
  • hepatitis
  • cirrhosis
  • liver transplant
  • antivirals
  • liver clinic
  • decompensation

Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2212

Railway 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
Track, geometry and the study.
Estimate

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

16%40%+6.4
Points, the blade and the one that will not close.
Estimate

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

18%14%+2.5
OLE, the height and the gauge.
Estimate

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

16%28%+4.5
Works, the possession and not leaving the wire wrong.
Estimate

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

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

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

18%18%+3.2
That it does not derail, and not signing half-done points.
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

  • track geometry
  • points
  • OLE
  • gauge
  • possessions
  • blades
  • railway studies
  • not jump to a yes

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

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