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

HVAC 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
Loads, flows and the plant.
Estimate

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

18%48%+8.6
Works, the duct and the one they crushed.
Estimate

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

16%40%+6.4
Commissioning, the balance and the room that sweats.
Estimate

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

16%22%+3.5
Noise, the grille and not leaving the whistle.
Estimate

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

16%28%+4.5
The client, the saving and not killing the fresh air.
Estimate

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

18%14%+2.5
That it does not sweat, and not oversizing.
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

  • load calcs
  • air flows
  • ducts
  • balancing
  • grilles
  • fresh air
  • whistles
  • HVAC plant

Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149

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