IS WORK OVER?

Automation index

How much of a Heat-pump technician’s job can AI already do?

A load calc comes earlier. Actually heating without freezing the unit do not.

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

Task comparison

Heat-pump 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
Load, diagram and machine sizing.
Estimate

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

16%40%+6.4
Install, vacuum and the refrigerant charge.
Estimate

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

18%14%+2.5
Commission, curves and hot water.
Estimate

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

16%28%+4.5
Sensors, fan-coils and noise to the neighbour.
Estimate

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

16%22%+3.5
Winter, defrost and the complaint.
Estimate

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

18%18%+3.2
That it heats, and not freezing the outdoor unit.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • fit heat pumps
  • vacuum the circuit
  • refrigerant charge
  • commission
  • hot water
  • defrost
  • size the unit
  • sensors

Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7126

Nurse

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 accurate, detailed reports and records.
Estimate

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

7%55%+3.9
Record patients' medical information and vital signs.
Estimate

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

7%12%+0.8
Administer medications to patients and monitor patients for reactions or side effects.
Estimate

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

7%12%+0.8
Monitor, record, and report symptoms or changes in patients' conditions.
Estimate

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

7%12%+0.8
Monitor all aspects of patient care, including diet and physical activity.
Estimate

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

7%12%+0.8
Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.
Estimate

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

6%12%+0.7
Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.
Estimate

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

6%28%+1.7
Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.
Estimate

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

5%12%+0.6
Other less frequent tasks (weight estimated from frequency).
Estimate

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

48%28%+13.4
Total100%24%

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

Skills and activities

  • care for patients
  • diagnose
  • nursing care
  • clinical notes
  • impact of social contexts on health
  • specialist nursing care
  • educate on the prevention of illness
  • provide professional care in nursing
  • contribute to continuity of health care
  • promote a positive image of nursing

Sources for this job· O*NET 29-1141.00· ESCO/ISCO 2221

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