- 3+ years in DevOps/DevSecOps or cloud infrastructure roles
- Hands-on experience securing ML pipelines or LLM-integrated applications
- Proficiency in Python, bash, and at least one IaC tool
- Solid understanding of OWASP principles, zero-trust architectures, and secrets management (Vault, AWS Secrets Manager)
- Familiarity with data privacy regulations (GDPR, CCPA) and audit processes