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

Lab 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
Obtain specimens, cultivating, isolating, and identifying microorganisms for analysis.
Estimate

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

16%48%+7.7
Conduct chemical analyses of body fluids, such as blood or urine, using microscope or automatic analyzer to detect abnormalities or diseases and enter findings into computer.
Estimate

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

16%48%+7.7
Analyze the results of tests or experiments to ensure conformity to specifications, using special mechanical or electrical devices.
Estimate

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

13%48%+6.2
Test raw materials, processes, or finished products to determine quality or quantity of materials or characteristics of a substance.
Estimate

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

12%28%+3.4
Collect blood or tissue samples from patients, observing principles of asepsis to obtain blood sample.
Estimate

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

10%12%+1.2
Analyze and record test data to issue reports that use charts, graphs, or narratives.
Estimate

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

9%55%+5
Supervise or instruct other technicians or laboratory assistants.
Estimate

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

9%22%+2
Set up, maintain, calibrate, clean, and test sterility of medical laboratory equipment.
Estimate

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

8%28%+2.2
Other less frequent tasks (weight estimated from frequency).
Estimate

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

7%28%+2
Total100%37%

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

Skills and activities

  • techniques of blood-sampling
  • microbiology-bacteriology
  • laboratory techniques
  • blood type classification
  • perform laboratory tests
  • transport blood samples
  • archive healthcare users' records
  • mix chemicals
  • record test data
  • maintain laboratory equipment

Sources for this job· O*NET 29-2012.00· ESCO/ISCO 3212

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