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

Social worker

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
Maintain case history records and prepare reports.
Estimate

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

15%55%+8.3
Counsel students whose behavior, school progress, or mental or physical impairment indicate a need for assistance, diagnosing students' problems and arranging for needed services.
Estimate

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

10%22%+2.2
Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.
Estimate

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

9%22%+2
Consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.
Estimate

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

9%22%+2
Serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.
Estimate

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

9%22%+2
Develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.
Estimate

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

8%28%+2.2
Counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.
Estimate

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

8%22%+1.8
Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.
Estimate

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

8%22%+1.8
Other less frequent tasks (weight estimated from frequency).
Estimate

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

24%28%+6.7
Total100%29%

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

Skills and activities

  • social work theory
  • legal requirements in the social sector
  • social sciences
  • adolescent psychological development
  • social justice
  • company policies
  • apply anti-oppressive practices
  • provide social counselling
  • work within communities
  • assess the development of youth

Sources for this job· O*NET 21-1021.00· ESCO/ISCO 2635

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