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

SEO specialist

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
Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.
Estimate

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

18%28%+5
Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.
Estimate

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

17%48%+8.2
Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Estimate

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

11%48%+5.3
Monitor industry statistics and follow trends in trade literature.
Estimate

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

11%28%+3.1
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
Public

WMT 2024

See evidence

10%72%+7.2
Measure and assess customer and employee satisfaction.
Estimate

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

7%28%+2
Measure the effectiveness of marketing, advertising, and communications programs and strategies.
Estimate

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

6%28%+1.7
Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
Estimate

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

6%48%+2.9
Other less frequent tasks (weight estimated from frequency).
Estimate

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

14%28%+3.9
Total100%39%

Modelled workweek: 100% · Public evidence: 10% · Estimate: 90% · Confidence: Low

Skills and activities

  • online ads campaign techniques
  • web strategy assessment
  • content marketing strategy
  • e-commerce systems
  • company policies
  • perform online data analysis
  • implement marketing strategies
  • creatively use digital technologies
  • manage budgets
  • execute email marketing

Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431

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