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?
Executive assistant
34%
#19 / 623
View rankingExecutive assistant
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 |
|---|---|---|---|
Answer phone calls and direct calls to appropriate parties or take messages.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 28% | +3.6 |
Manage and maintain executives' schedules.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Open, sort, and distribute incoming correspondence, including faxes and email.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 55% | +5 |
Perform general office duties, such as ordering supplies, maintaining records management database systems, and performing basic bookkeeping work.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 55% | +5 |
Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 22% | +1.5 |
Prepare responses to correspondence containing routine inquiries.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Coordinate and direct office services, such as records, departmental finances, budget preparation, personnel issues, and housekeeping, to aid executives.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 55% | +3.9 |
Greet visitors and determine whether they should be given access to specific individuals.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 31% | 28% | +8.7 |
| Total | 100% | 35% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- company policies
- translate keywords into full texts
- perform business research
- use spreadsheets software
- coordinate events
- organise travel arrangements for staff
- use different communication channels
- process commissioned instructions
- manage office facility systems
- use office systems
Sources for this job· O*NET 43-6011.00· ESCO/ISCO 3343