Automation index
How much of a Penetration tester’s job can AI already do?
A scan and a template report come earlier. Finding the weird chain, and not taking production down, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Penetration tester
26%
AI can already do 26% of this job.
#207 / 633
View rankingPenetration tester
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 |
|---|---|---|---|
Recon, scans and enumeration.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 42% | +8.4 |
Write the report, evidence and CVSS.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Exploit with judgment and not break the business.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Debrief with the client and retest.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Choose scope, rules and what is off limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Research 0-days, labs and keep the craft.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Recon, scans and enumeration
- Write the report, evidence and CVSS
- Debrief with the client and retest
- Choose scope, rules and what is off limits
- Research 0-days, labs and keep the craft
- pentester
- ethical hacker
- pentest
Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2529
IS WORK OVER?
BIM modeller
28%
#109 / 633
View rankingBIM modeller
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 |
|---|---|---|---|
Model, families and clash detection.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
IFC, BEP and trade coordination.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Site, the one who will not open the model, and the meeting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Quantities, parameters and the 4D nobody uses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The last-minute change and not breaking the federated model.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it can be built, and not over-modelling.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- BIM modelling
- clash detection
- Revit families
- IFC
- BEP
- coordinate trades
- BIM quantities
- federated model
Sources for this job· O*NET 17-3011.00· ESCO/ISCO 3118