IS WORK OVER?

Automation index

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

A dose plan comes earlier. The tumour getting it and the healthy organ not, for real, do not.

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

Task comparison

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

Cultural manager

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
Programme, fees and the venue calendar.
Estimate

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

16%44%+7
Grants, paperwork and sponsorship.
Estimate

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

16%36%+5.8
Artists, crew and the day the sound dies.
Estimate

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

18%16%+2.9
Audience, comms and what does not fill.
Estimate

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

16%28%+4.5
The councillor, the clash and soft censorship.
Estimate

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

18%18%+3.2
Pay on time, and not leaving culture in the spreadsheet.
Estimate

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

16%14%+2.2
Total100%26%

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

Skills and activities

  • programme culture
  • artist fees
  • justify grants
  • fill the room
  • sponsorship
  • deal with artists
  • cultural comms
  • venue budget

Sources for this job· O*NET 27-1029.00· ESCO/ISCO 2431

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