IS WORK OVER?

Automation index

How much of a Solar installer’s job can AI already do?

A roof study and a quote come earlier. Climbing the roof, anchoring, and not falling do not.

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

Task comparison

Solar installer

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
Roof study, shade and quote.
Estimate

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

18%42%+7.6
Permits, reports and orders.
Estimate

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

16%32%+5.1
Fit structure, modules and cabling on roofs.
Estimate

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

22%10%+2.2
Inverter, commissioning and measurements.
Estimate

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

16%14%+2.2
Heights, anchors and weather.
Estimate

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

14%16%+2.2
Client, community and easements.
Estimate

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

14%15%+2.1
Total100%21%

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

Skills and activities

  • Roof study, shade and quote
  • Permits, reports and orders
  • Inverter, commissioning and measurements
  • Heights, anchors and weather
  • Client, community and easements
  • placas solares
  • instalador fotovoltaico
  • solar installer

Sources for this job· O*NET 47-2231.00· ESCO/ISCO 7411

Hairdresser

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
Diary, client cards and salon social posts.
Estimate

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

16%28%+4.5
Advise cut and colour from references.
Estimate

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

14%22%+3.1
Cut, style and finish in the chair.
Estimate

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

24%6%+1.4
Colour, highlights and treatments.
Estimate

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

18%8%+1.4
Hygiene, sterilisation and till.
Estimate

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

14%10%+1.4
Care, retention and handling complaints.
Estimate

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

14%12%+1.7
Total100%14%

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

Skills and activities

  • cut hair
  • colour hair
  • haircut
  • barbering
  • Diary, client cards and salon social posts
  • Advise cut and colour from references
  • Cut, style and finish in the chair
  • Colour, highlights and treatments
  • Hygiene, sterilisation and till
  • Care, retention and handling complaints

Sources for this job· O*NET 39-5012.00· ESCO/ISCO 5141

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