IS WORK OVER?

Automation index

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

An autoantibody panel comes earlier. Calling it autoimmune without leaving the patient untreated do not.

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

Task comparison

Immunologist

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
Panel, autoantibodies and the report.
Estimate

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

18%48%+8.6
Clinic, the flare and the one that does not fit.
Estimate

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

16%40%+6.4
Immunosuppressant, the dose and not dropping extra.
Estimate

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

16%22%+3.5
Infection, the risk and vaccinating on time.
Estimate

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

16%28%+4.5
The internist, the board and not delaying the biologic.
Estimate

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

18%14%+2.5
Call it autoimmune, and sign the treatment.
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

  • autoantibodies
  • autoimmune flares
  • immunosuppressants
  • biologics
  • vaccinate the immunocompromised
  • immunology clinic
  • opportunistic infections
  • immune panels

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

Curriculum designer

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
Sequence, criteria and the kit.
Estimate

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

18%48%+8.6
Pilot classroom, the teacher and what will not fit.
Estimate

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

16%40%+6.4
Rubric, the marker and not inflating.
Estimate

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

16%22%+3.5
Review, inspection and not dressing it.
Estimate

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

16%28%+4.5
The publisher, the deadline and not swallowing a cut.
Estimate

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

18%14%+2.5
That it can be taught, and not dying in the PDF.
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

  • teaching sequences
  • criteria
  • rubrics
  • pilot classrooms
  • curriculum kit
  • inspection
  • publishers
  • dead PDF

Sources for this job· O*NET 25-9031.00· ESCO/ISCO 2351

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