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

Pet groomer

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
Breed, card and what the owner wants.
Estimate

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

16%32%+5.1
Bath, clip and the one that bites.
Estimate

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

22%8%+1.8
Ears, nails and not hurting.
Estimate

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

16%22%+3.5
Diary, the delay and the dog that panics.
Estimate

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

16%28%+4.5
The owner, the photo and not taking too much off.
Estimate

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

16%18%+2.9
No stress, and giving it back whole.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • bathe dogs
  • breed clip
  • nails
  • ears
  • dogs that bite
  • grooming diary
  • not hurt
  • groom

Sources for this job· O*NET 39-2021.00· ESCO/ISCO 5164

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