Automation index
How much of a Small-hydro technician’s job can AI already do?
A turbinable flow comes earlier. Spinning without running dry do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Small-hydro technician
19%
AI can already do 19% of this job.
#550 / 643
View rankingSmall-hydro technician
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 |
|---|---|---|---|
Flow, set-point and the log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Turbine, the bearing and the one that sounds.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Gate, the jam and the log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Low flow, the river and not forcing it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The flood, the spill and not leaving it open.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
That it spins, and not dry.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- turbinable flow
- bearings
- gates
- low flow
- spills
- small hydro
- turbine logs
- jams
Sources for this job· O*NET 51-8013.00· ESCO/ISCO 3131
IS WORK OVER?
Penetration tester
26%
#212 / 643
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