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

Instructional 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
Aim, the storyboard and the module.
Estimate

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

18%48%+8.6
Pilot, the learner and what is not understood.
Estimate

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

16%40%+6.4
Activity, the feedback and not putting a silly test.
Estimate

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

16%22%+3.5
LMS, the figure and not inflating completion.
Estimate

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

16%28%+4.5
The client, the deadline and not cutting the practice.
Estimate

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

18%14%+2.5
That they learn, and not leaving the empty video.
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

  • course storyboard
  • modules
  • learner pilot
  • activities
  • LMS
  • completion
  • feedback
  • not a silly test

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

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