Automation index
How much of a SOC analyst’s job can AI already do?
An alert and a playbook come earlier. Calling it an incident and cutting it off in time do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
SOC analyst
28%
AI can already do 28% of this job.
#80 / 623
View rankingSOC analyst
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 |
|---|---|---|---|
Triage, SIEM and the alert playbook.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
The false positive and the one that is ransomware.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
IOCs, correlation and the ticket.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
24x7 shift, handoff and the note to the CISO.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Contain, isolate and not killing the business.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Cut it off in time, and not ignoring the awkward alert.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
- alert triage
- SIEM
- SOC playbooks
- IOCs
- contain incidents
- 24x7 shift
- ransomware
- event correlation
Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2529
IS WORK OVER?
Journalist
30%
#52 / 623
View rankingJournalist
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 |
|---|---|---|---|
Write commentaries, columns, or scripts, using computers.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Analyze and interpret news and information received from various sources to broadcast the information.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 48% | +3.4 |
Select material most pertinent to presentation, and organize this material into appropriate formats.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 22% | +1.3 |
Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Coordinate and serve as an anchor on news broadcast programs.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 48% | +2.4 |
Present news stories, and introduce in-depth videotaped segments or live transmissions from on-the-scene reporters.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 22% | +1.1 |
Receive assignments or evaluate leads or tips to develop story ideas.EstimateNo public source provides a precise figure. This is our estimate. | 4% | 28% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 55% | 28% | +15.4 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write news
- interview
- check sources
- search engines
- scientific research methodology
- proofread text
- consult information sources
- read articles
- search databases
- develop professional network
Sources for this job· O*NET 27-3023.00· ESCO/ISCO 2642