Senior Analyst

Responsibilities

• Design, build, and maintain enterprise vector databases for AI and LLM-powered applications
• Develop embedding pipelines for structured and unstructured healthcare data
• Implement vector indexing, semantic search, and Retrieval-Augmented Generation (RAG) architectures
• Optimize retrieval performance, chunking strategies, metadata filtering, and similarity search accuracy
• Integrate vector databases with Azure AI Search, Qdrant, Pinecone, or similar platforms
• Build scalable data ingestion and embedding refresh pipelines for continuous AI operations
• Support agentic AI workflows with memory, context retrieval, and tool orchestration capabilities
• Establish standards and best practices for vector storage, retrieval evaluation, governance, and operational monitoring

Requirements

• Bachelor degree in Computer Science, Data Science, Engineering, Mathematics, or a related field
• 3–5 years of hands-on experience delivering AI, machine learning, or data science solutions in production
• Strong programming skills in Python and SQL
• Experience with Generative AI technologies including LLMs, prompt engineering, RAG pipelines, and embeddings
• Experience with vector databases such as Azure AI Search, Qdrant, or Pinecone
• Experience with Azure Machine Learning and Azure AI Foundry
• Proficiency in scalable AI workflows, APIs, deployment pipelines, and operationalization
• Familiarity with responsible AI, governance, privacy, and regulated environments

Preferred Qualifications

• Experience with LangChain, Semantic Kernel, or agentic AI frameworks
• Familiarity with MLOps / LLMOps and CI/CD practices
• Experience in healthcare, research, or other regulated industries
• Exposure to enterprise AI platform design and AI enablement initiatives

Benefits

• Competitive offer packages
• Membership in the Healthcare of Ontario Pension Plan (HOOPP)
• Close access to Transit and UHN shuttle service
• A flexible work environment
• Opportunities for development and promotions within a large organization
• Various corporate discounts including travel, restaurants, and parking

About the Company

University Health Network (UHN) is Canada’s #1 hospital and the world’s #1 publicly funded hospital. As a leading research hospital affiliated with the University of Toronto, UHN is a global source for discovery, education, and patient care, driving major research in fields such as neurosciences, oncology, and genomic medicine.