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

Retail salesperson

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
Greet customers and ascertain what each customer wants or needs.
Estimate

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

8%28%+2.2
Bag or package purchases and wrap gifts.
Estimate

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

7%28%+2
Open and close cash registers, performing tasks such as counting money, separating charge slips, coupons, and vouchers, balancing cash drawers, and making deposits.
Estimate

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

7%28%+2
Compute sales prices, total purchases, and receive and process cash or credit payment.
Estimate

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

7%28%+2
Answer questions regarding the store and its merchandise.
Estimate

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

7%28%+2
Recommend, select, and help locate or obtain merchandise based on customer needs and desires.
Estimate

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

6%28%+1.7
Prepare merchandise for purchase or rental.
Estimate

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

6%28%+1.7
Describe merchandise and explain use, operation, and care of merchandise to customers.
Estimate

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

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

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

46%28%+12.9
Total100%28%

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

Skills and activities

  • sales argumentation
  • characteristics of products
  • e-commerce systems
  • product comprehension
  • types of written press
  • guarantee customer satisfaction
  • carry out products preparation
  • operate cash register
  • ensure compliance with legal requirements
  • examine merchandise

Sources for this job· O*NET 41-2031.00· ESCO/ISCO 5223

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