IS WORK OVER?

Automation index

How much of a HVAC technician’s job can AI already do?

Today an AI or a robot can hardly do this job for you. The site, the surprises, and the code are settled on the ground.

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

Task comparison

HVAC 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
Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.
Estimate

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

10%28%+2.8
Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.
Estimate

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

8%28%+2.2
Test electrical circuits or components for continuity, using electrical test equipment.
Estimate

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

6%28%+1.7
Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.
Estimate

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

6%12%+0.7
Repair or replace defective equipment, components, or wiring.
Estimate

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

6%12%+0.7
Keep records of repairs and replacements made and causes of malfunctions.
Estimate

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

5%12%+0.6
Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.
Estimate

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

5%55%+2.8
Install, connect, or adjust thermostats, humidistats, or timers.
Estimate

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

4%28%+1.1
Other less frequent tasks (weight estimated from frequency).
Estimate

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

50%28%+14
Total100%27%

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

Skills and activities

  • refrigerants
  • electric heating systems
  • hydraulics
  • thermodynamics
  • fluid mechanics
  • domestic cooling systems
  • electricity
  • electrical wiring plans
  • mechanics
  • work ergonomically

Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7127

Traffic 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
Counts, the model and the microsim.
Estimate

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

18%48%+8.6
Junction, the timings and the pedestrian.
Estimate

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

16%40%+6.4
Works, the diversion and not choking the neighbourhood.
Estimate

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

16%22%+3.5
Report, the councillor and not painting the miracle lane.
Estimate

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

16%28%+4.5
The crash, the figure and not hiding it.
Estimate

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

18%14%+2.5
That the junction does not kill, and not painting extra.
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

  • microsims
  • counts
  • junction timings
  • pedestrians
  • diversions
  • councillors
  • crashes
  • lanes

Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142

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