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

Judge

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, index and summarise the case file.
Estimate

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

20%38%+7.6
Draft routine orders and procedural rulings.
Estimate

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

16%32%+5.1
Hearing, examination and adversarial argument.
Estimate

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

18%12%+2.2
Weigh evidence, credibility and context.
Estimate

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

18%10%+1.8
Write and reason the judgment.
Estimate

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

16%12%+1.9
Sign, own the decision and preside.
Estimate

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

12%6%+0.7
Total100%19%

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

Skills and activities

  • Read, index and summarise the case file
  • Weigh evidence, credibility and context
  • Write and reason the judgment
  • Sign, own the decision and preside
  • juez
  • jueza
  • judge
  • magistrad

Sources for this job· O*NET 23-1023.00· ESCO/ISCO 2612

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