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      • Strong software engineering experience with a full-stack/backend emphasis.
      • Deep SQL proficiency and experience designing relational schemas (Oracle and PostgreSQL).
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      • Strong production Java experience and Spring Boot (or Spring Framework) for building production RESTful APIs and microservices.
      • Experience with DevOps and infrastructure for AI/ML systems (Docker, Kubernetes, AWS/GCP/Azure, CI/CD).
      • Proven ability to lead technical design and collaborate effectively across teams.
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