Will AI replace devsecops engineers?
AI will not replace DevSecOps engineers because the role involves high-stakes security decisions and the integration of fragmented legacy systems. AI will act as a powerful co-pilot for monitoring, but human intervention remains critical for incident response and high-level architectural security policy.
Why AI struggles to replace this job
- Security incident response requires nuanced decision-making under extreme pressure and incomplete information.
- Managing legacy infrastructure often involves undocumented systems that AI cannot learn from through training data.
- Designing cross-departmental security policies requires understanding complex human organizational dynamics.
- AI cannot be legally or ethically accountable for catastrophic data breaches or infrastructure failures.
Tasks AI could automate
- Scanning code repositories for known vulnerabilities and common security flaws.
- Scaling cloud infrastructure based on real-time traffic demand patterns.
- Generating initial drafts of CI/CD pipeline configuration files.
- Monitoring system logs for anomalies that deviate from established baselines.
The 10-year outlook
The role will become increasingly vital as cyber threats grow more sophisticated, likely leading to sustained wage growth. Engineers will spend less time on manual patching and more time on high-level security architecture and AI-driven defense strategies.
Common questions
Will AI replace devsecops engineers?
AI will not replace DevSecOps engineers because the role involves high-stakes security decisions and the integration of fragmented legacy systems. AI will act as a powerful co-pilot for monitoring, but human intervention remains critical for incident response and high-level architectural security policy.
What is the AI replacement risk for devsecops engineers?
DevSecOps Engineer scores 12/100 — This career is well shielded from AI replacement. Roughly 55% of the tasks in this role could be automated with current and near-future AI.
How much do devsecops engineers earn?
The US median salary for a devsecops engineer is about $135,000 per year, with projected employment growth of +25% over the next decade (much faster than average).