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

District heating 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
Balance, flows and the loss.
Estimate

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

16%40%+6.4
Chamber, the leak and the one that weeps.
Estimate

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

18%14%+2.5
Substation, the valve and the one that will not open.
Estimate

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

16%28%+4.5
Winter, the last block and not leaving it cold.
Estimate

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

16%22%+3.5
The council, the tariff and not hiding the loss.
Estimate

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

18%18%+3.2
That the heat arrives, and not hiding the loss.
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

  • heat balances
  • flows
  • network losses
  • chambers
  • heat substations
  • the last block
  • tariffs
  • leaks

Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149

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