Automation index
How much of a Civil engineer’s job can AI already do?
Calcs and drawings speed up. Being on site, stamping, and owning ground that is not the model do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Civil engineer
25%
AI can already do 25% of this job.
#231 / 633
View rankingCivil 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 |
|---|---|---|---|
Structural calcs and code checks.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 42% | +9.2 |
Drawings, quantities and cost estimate.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Geotech and simplified impact reports.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Coordination with contractor, council and suppliers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Site execution and safety control.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Site authority and responsible signature.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 10% | +1.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Structural calcs and code checks
- Drawings, quantities and cost estimate
- Geotech and simplified impact reports
- Site execution and safety control
- Site authority and responsible signature
- ingeniero civil
- civil engineer
- obras publicas
- caminos
Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142
IS WORK OVER?
Osteopath
20%
#460 / 633
View rankingOsteopath
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 |
|---|---|---|---|
History, tests and a first plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Manipulation, mobilisation and visceral work.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Explain, dose and refer if there is a red flag.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Clinical notes and progress.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Room, hygiene and informed consent.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
The practitioner’s body and not doing harm.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- History, tests and a first plan
- Clinical notes and progress
- Room, hygiene and informed consent
- The practitioner’s body and not doing harm
- osteopata
- osteopath
Sources for this job· O*NET 29-1299.00· ESCO/ISCO 2269