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

School psychologist

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
Referral, tests and the report.
Estimate

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

16%40%+6.4
The child, the session and the one who will not talk.
Estimate

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

18%14%+2.5
Classroom, the teacher and what actually happens.
Estimate

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

16%28%+4.5
Family, the fear and not scaring.
Estimate

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

16%22%+3.5
The bullying protocol and not looking away.
Estimate

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

18%18%+3.2
See the child, and not hanging a label.
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

  • school reports
  • sessions with children
  • psychological tests
  • bullying protocol
  • the family
  • real classroom
  • not label
  • the tutor's referral

Sources for this job· O*NET 19-3031.00· ESCO/ISCO 2634

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