7+ years of experience in product, application, or cloud security engineering. Deep understanding of secure SDLC, threat modeling, and secure architecture design. Proven expertise with AWS cloud security concepts and best practices. Strong experience with container security, orchestration, and runtime protection. Proficiency in Python, Java, and/or JavaScript for security automation, code review, and tooling. Experience securing AI/ML pipelines, data workflows, or model-serving infrastructure. Familiarity with DevSecOps and continuous integration/deployment environments.