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
IS WORK OVER?
Telecom engineer
25%
AI can already do 25% of this job.
#235 / 633
View rankingTelecom 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.
| Task | Share | AI | Points |
|---|---|---|---|
Size, simulate and plan radio and fibre.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Projects, permits and sites.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Field, measurements and commissioning.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Incidents, NOC and operators.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Rules, spectrum and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 16% | +2.9 |
Not leaving a town dark from a mistake.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 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
IS WORK OVER?
Dog trainer
18%
#550 / 633
View rankingDog trainer
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.
| Task | Share | AI | Points |
|---|---|---|---|
Assess, plan and dog charts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Sessions, lead and reading the animal.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Train the owner, not just the dog.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Groups, reactivity and safety.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Premises, kennels and hygiene.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not leaving a dangerous dog in a home.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Assess, plan and dog charts
- Sessions, lead and reading the animal
- Train the owner, not just the dog
- Groups, reactivity and safety
- Premises, kennels and hygiene
- Not leaving a dangerous dog in a home
- adiestrador
- educador canino
- dog trainer
Sources for this job· O*NET 39-2011.00· ESCO/ISCO 5164