IS WORK OVER?

Automation index

How much of a Heat-pump technician’s job can AI already do?

A load calc comes earlier. Actually heating without freezing the unit do not.

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

Task comparison

Heat-pump technician

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
Load, diagram and machine sizing.
Estimate

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

16%40%+6.4
Install, vacuum and the refrigerant charge.
Estimate

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

18%14%+2.5
Commission, curves and hot water.
Estimate

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

16%28%+4.5
Sensors, fan-coils and noise to the neighbour.
Estimate

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

16%22%+3.5
Winter, defrost and the complaint.
Estimate

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

18%18%+3.2
That it heats, and not freezing the outdoor unit.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • fit heat pumps
  • vacuum the circuit
  • refrigerant charge
  • commission
  • hot water
  • defrost
  • size the unit
  • sensors

Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7126

Political scientist

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
Briefings, polls and situation notes.
Estimate

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

18%48%+8.6
Data, press archive and comparison.
Estimate

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

16%28%+4.5
Advise, debate and not sell smoke.
Estimate

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

16%22%+3.5
Field, interviews and observation.
Estimate

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

16%18%+2.9
Teaching, papers and outreach.
Estimate

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

18%16%+2.9
Not confusing a headline with a country.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Briefings, polls and situation notes
  • Data, press archive and comparison
  • Advise, debate and not sell smoke
  • Field, interviews and observation
  • Teaching, papers and outreach
  • Not confusing a headline with a country
  • politologo
  • political scientist

Sources for this job· O*NET 19-3094.00· ESCO/ISCO 2633

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