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

Private tutor

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
Level, the sheet and the gap.
Estimate

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

16%40%+6.4
Session, the phone and getting them to work.
Estimate

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

18%14%+2.5
Exam, the markscheme and not leaking the questions.
Estimate

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

16%28%+4.5
Family, the mark and not selling a miracle.
Estimate

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

16%22%+3.5
The school, the syllabus and not contradicting for sport.
Estimate

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

18%18%+3.2
That they understand, and you not doing it for them.
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

  • private lessons
  • homework sheets
  • gaps
  • exams
  • the syllabus
  • not do the homework for them
  • phone in session
  • families

Sources for this job· O*NET 25-3099.00· ESCO/ISCO 2359

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