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

Language teacher

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
Prepare lessons, worksheets and corrections.
Estimate

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

16%48%+7.7
Class, conversation and group dynamics.
Estimate

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

22%12%+2.6
Assess speaking, writing and levels.
Estimate

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

16%22%+3.5
Platform, homework and follow-up.
Estimate

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

16%28%+4.5
Families, schools and official exams.
Estimate

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

16%18%+2.9
Not leaving someone mute in a language.
Estimate

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

14%14%+2
Total100%23%

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

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Class, conversation and group dynamics
  • Assess speaking, writing and levels
  • Platform, homework and follow-up
  • Families, schools and official exams
  • Not leaving someone mute in a language
  • profesor de idiomas

Sources for this job· O*NET 25-3011.00· ESCO/ISCO 2353

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