IS WORK OVER?

Automation index

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

A methane reading comes earlier. Producing without the gasholder going up do not.

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

Task comparison

Biogas technician

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
Feed, methane and the log.
Estimate

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

16%32%+5.1
Digester, the pH and the one that stops.
Estimate

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

22%8%+1.8
Gasholder, the seal and the leak.
Estimate

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

16%22%+3.5
Sludge, the fate and not mixing.
Estimate

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

16%28%+4.5
The smell, the neighbour and not hiding the leak.
Estimate

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

16%18%+2.9
Produce, and not going up.
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

  • methane
  • digesters
  • gasholder
  • sludge pH
  • gas leaks
  • plant feed
  • smell
  • seals

Sources for this job· O*NET 51-8099.00· ESCO/ISCO 3134

Dosimetrist

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
CT, contours and the plan.
Estimate

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

16%40%+6.4
Organ at risk, the curve and not overshooting.
Estimate

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

18%14%+2.5
Physics, the check and the one that does not fit.
Estimate

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

16%28%+4.5
Fraction, the setup and the patient who is not the same.
Estimate

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

16%22%+3.5
The oncologist, the trade-off and not signing blind.
Estimate

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

18%18%+3.2
The tumour gets it, and the healthy organ does not.
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

  • dose plans
  • contours
  • organs at risk
  • dosimetry check
  • fractions
  • setup
  • sim CT
  • DVH curves

Sources for this job· O*NET 29-2036.00· ESCO/ISCO 3211

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