IS WORK OVER?

Automation index

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

A syllabus and a test come earlier. Supervising a thesis, examining, and holding a room do not.

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

Task comparison

University professor

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
Prep materials, tests and rubrics.
Estimate

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

20%45%+9
Papers, grants and reviews.
Estimate

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

16%38%+6.1
Teach and tutor.
Estimate

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

20%12%+2.4
Supervise theses and examine.
Estimate

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

16%15%+2.4
Department meetings and academic admin.
Estimate

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

14%14%+2
Actually research and choose the problem.
Estimate

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

14%16%+2.2
Total100%24%

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

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Prep materials, tests and rubrics
  • Papers, grants and reviews
  • Teach and tutor
  • Supervise theses and examine
  • Department meetings and academic admin
  • Actually research and choose the problem

Sources for this job· O*NET 25-1081.00· ESCO/ISCO 2310

Dialysis nurse

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
Weigh, set ultrafiltration and the circuit.
Estimate

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

16%36%+5.8
Needle the fistula, connect and watch the run.
Estimate

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

22%10%+2.2
Hypotension, cramps and the one who feels ill.
Estimate

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

16%22%+3.5
Educate, diet and the access that underperforms.
Estimate

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

16%28%+4.5
Shifts, machines and cleaning the monitor.
Estimate

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

16%18%+2.9
No clotting and signing the session.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • needle fistulas
  • dialysis session
  • ultrafiltration
  • connect the machine
  • dialysis education
  • intradialytic hypotension
  • vascular access
  • clean the monitor

Sources for this job· O*NET 29-1141.00· ESCO/ISCO 2221

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