IS WORK OVER?

Automation index

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

A serology and a DAS28 come earlier. Starting the biologic and not leaving the patient stiff do not.

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

Task comparison

Rheumatologist

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
Read serologies, rheumatoid factor and imaging.
Estimate

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

16%48%+7.7
Examine joints and call the flare.
Estimate

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

18%18%+3.2
Biologics, steroids and methotrexate.
Estimate

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

16%28%+4.5
Inject, educate and watch side effects.
Estimate

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

16%22%+3.5
A long clinic, pain you cannot see, and the wait.
Estimate

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

18%14%+2.5
Board, pharmacy and owning the immunosuppressant.
Estimate

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

16%12%+1.9
Total100%23%

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

Skills and activities

  • treat arthritis
  • prescribe biologics
  • examine joints
  • inject joints
  • read serologies
  • DAS28
  • rheumatology clinic
  • methotrexate

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

Physicist

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
Simulate, fit and reduce data.
Estimate

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

22%50%+11
Draft papers, posters and proposals.
Estimate

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

18%42%+7.6
Design the experiment and the apparatus.
Estimate

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

16%18%+2.9
Measure in the lab or in the field.
Estimate

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

16%12%+1.9
Argue with the group and peer-review.
Estimate

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

14%15%+2.1
Win machine time and funding.
Estimate

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

14%16%+2.2
Total100%28%

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

Skills and activities

  • Simulate, fit and reduce data
  • Draft papers, posters and proposals
  • Design the experiment and the apparatus
  • Measure in the lab or in the field
  • Argue with the group and peer-review
  • Win machine time and funding
  • fisico
  • physicist

Sources for this job· O*NET 19-2012.00· ESCO/ISCO 2111

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