Will AI replace security operations center analysts?
Entry-level SOC analysts who monitor alerts are at risk, but senior analysts who conduct threat hunting and incident response are safe. AI will act as a force multiplier, filtering noise while humans make the final call on critical security breaches.
Why AI struggles to replace this job
- Attacker behavior is constantly evolving to mimic 'normal' user patterns to fool AI.
- Making the decision to shut down a critical business system during an attack requires human judgment.
- AI can be easily manipulated by adversarial attacks designed to trigger false negatives.
- Determining the motive and sophistication of a threat actor requires psychological analysis.
Tasks AI could automate
- Monitoring firewall logs for known malicious IP addresses.
- Initial triage of low-priority security alerts.
- Generating reports on daily network traffic trends.
- Updating signature databases for antivirus software.
The 10-year outlook
Job growth is massive due to increasing cyber threats. While AI will handle the 'boring' monitoring, humans will be needed more than ever for high-stakes digital forensics and strategic defense.
Common questions
Will AI replace security operations center analysts?
Entry-level SOC analysts who monitor alerts are at risk, but senior analysts who conduct threat hunting and incident response are safe. AI will act as a force multiplier, filtering noise while humans make the final call on critical security breaches.
What is the AI replacement risk for security operations center analysts?
Security Operations Center Analyst scores 45/100 — Parts of this job will change — adaptation matters. Roughly 60% of the tasks in this role could be automated with current and near-future AI.
How much do security operations center analysts earn?
The US median salary for a security operations center analyst is about $102,000 per year, with projected employment growth of +32% over the next decade (much faster than average).