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 Strong understanding of OWASP principles, zero-trust architectures, and secrets management (Vault, AWS Secrets Manager) Familiarity with data privacy regulations (GDPR, CCPA) and audit processes
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