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

Ship captain

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
Passage plan, weather and clearance.
Estimate

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

16%32%+5.1
Bridge, manoeuvre and people aboard.
Estimate

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

20%12%+2.4
Crew, watches and fatigue.
Estimate

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

16%18%+2.9
Port, pilots and owner.
Estimate

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

16%22%+3.5
Safety, SOPEP and breakdowns.
Estimate

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

16%16%+2.6
Not losing a ship or a person.
Estimate

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

16%14%+2.2
Total100%19%

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

Skills and activities

  • Passage plan, weather and clearance
  • Bridge, manoeuvre and people aboard
  • Crew, watches and fatigue
  • Port, pilots and owner
  • Safety, SOPEP and breakdowns
  • Not losing a ship or a person
  • capitan de barco
  • patron de altura
  • ship captain

Sources for this job· O*NET 53-5021.00· ESCO/ISCO 3152

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