IS WORK OVER?

Automation index

How much of a Telecom engineer’s job can AI already do?

A link and a sizing come earlier. A network that survives a match night does not.

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

Task comparison

Telecom engineer

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
Size, simulate and plan radio and fibre.
Estimate

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

18%48%+8.6
Projects, permits and sites.
Estimate

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

16%32%+5.1
Field, measurements and commissioning.
Estimate

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

16%22%+3.5
Incidents, NOC and operators.
Estimate

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

16%18%+2.9
Rules, spectrum and documentation.
Estimate

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

18%16%+2.9
Not leaving a town dark from a mistake.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Size, simulate and plan radio and fibre
  • Projects, permits and sites
  • Field, measurements and commissioning
  • Incidents, NOC and operators
  • Rules, spectrum and documentation
  • Not leaving a town dark from a mistake
  • ingeniero de telecomunicaciones
  • telecom engineer

Sources for this job· O*NET 17-2072.00· ESCO/ISCO 2153

Baker

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
Orders, recipes and flour stock.
Estimate

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

16%30%+4.8
Mix, ferment and shape.
Estimate

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

22%10%+2.2
Bake, cool and present.
Estimate

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

20%12%+2.4
Counter shift and dawn till.
Estimate

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

14%18%+2.5
Cleaning, hygiene and oven care.
Estimate

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

14%15%+2.1
Adjust the recipe to weather and today’s flour.
Estimate

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

14%16%+2.2
Total100%16%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • Orders, recipes and flour stock
  • Mix, ferment and shape
  • Bake, cool and present
  • Counter shift and dawn till
  • Cleaning, hygiene and oven care
  • panader

Sources for this job· O*NET 51-3011.00· ESCO/ISCO 7512

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