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

Cost engineer

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
Measure, rates and the budget.
Estimate

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

18%48%+8.6
Works, the variance and the one that was not logged.
Estimate

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

16%40%+6.4
Change, the extra and not giving it away.
Estimate

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

16%22%+3.5
Close, the dispute and not inflating.
Estimate

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

16%28%+4.5
Management, the bid and not selling the reckless one.
Estimate

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

18%14%+2.5
The real number, and not the reckless bid.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • measures
  • unit rates
  • variances
  • extras
  • disputes
  • reckless bids
  • works budgets
  • closes

Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142

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