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?

26%

AI can already do 26% of this job.

#207 / 623

Penetration tester

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. Estimate No public source provides a precise figure. This is our estimate.	20%	42%	+8.4
Write the report, evidence and CVSS. Estimate No public source provides a precise figure. This is our estimate.	18%	38%	+6.8
Exploit with judgment and not break the business. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Debrief with the client and retest. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Choose scope, rules and what is off limits. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Research 0-days, labs and keep the craft. Estimate No 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

IS WORK OVER?

21%

#411 / 623

Dialysis nurse

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
Weigh, set ultrafiltration and the circuit. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Needle the fistula, connect and watch the run. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Hypotension, cramps and the one who feels ill. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Educate, diet and the access that underperforms. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Shifts, machines and cleaning the monitor. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
No clotting and signing the session. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		21%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low