CBL Solutions is seeking a highly skilled Senior MLOps & Generative AI Engineer to design, develop, and deploy scalable AI/ML and GenAI solutions. The role focuses on building production-grade systems leveraging LLMs, RAG pipelines, and agentic AI workflows to drive innovation in healthcare applications.
Responsibilities:
- Design and deliver end-to-end GenAI solutions from prototyping to production
- Build RAG pipelines, embedding strategies, and vector search systems
- Develop AI copilots, assistants, and conversational applications
- Implement prompt engineering, evaluation frameworks, and guardrails
- Optimize systems for performance, scalability, and cost efficiency
- Lead MLOps practices including CI/CD, monitoring, and automation
- Collaborate with data science, engineering, and infrastructure teams
- Improve and scale ML platforms and workflows
Requirements:
- 5+ years of experience in ML engineering / production systems
- 1+ year working with LLMs / Generative AI
- Strong Python programming
- Experience with PyTorch / Transformers
- Hands-on experience with RAG architectures
- Hands-on experience with vector databases
- Hands-on experience with prompt engineering & evaluation
- Strong knowledge of MLOps (Kubernetes, CI/CD, monitoring)
- Experience with APIs and distributed systems
- Experience with LangChain / LlamaIndex
- Cloud platforms (AWS, Azure, or GCP)
- Healthcare experience (EPIC systems preferred)
- Knowledge of Snowflake, Redshift, Postgres
- Graduate degree (preferred)