RAG MCP Full Stack Developer
Senior full-stack developer building RAG pipelines and MCP integrations that connect AI applications to enterprise tools, APIs, and data sources. Works across the stack with Java, Spring Boot, React or Angular, LLMs, and vector databases to ship secure, production-ready AI features.
- Compensation
- Not disclosed
- Location
- Toronto, Canada
- Work setup
- Not specified
- Seniority
- Not specified
- Employment
- Not specified
- Experience
- Not specified
- Category
- Fullstack
- Posted
Skills
Must have
- Practical RAG experience with vector databases and metadata filtering
- Experience implementing or integrating MCP servers or clients
- Knowledge of prompt design and model context management
- Relational database experience with SQL and performance tuning
- Understanding of authentication, authorization, and data access controls
Full description
Engineer RAG pipelines and MCP integrations at Code17, connecting AI applications with enterprise tools, APIs, and data sources. Use Java, Spring Boot, and modern frontend frameworks across complete applications.
This senior engineering role focuses on taking AI capabilities into secure, reliable production applications. You will build retrieval workflows, integrate large language models, and develop full-stack features using React or Angular. Code17 helps enterprises implement modern applications and AI solutions that improve business operations.
Key Responsibilities:
- Build ingestion, chunking, embedding, and retrieval pipelines
- Implement MCP servers and clients for enterprise connectivity
- Develop AI workflows with tool calling and structured outputs
- Evaluate retrieval accuracy, latency, cost, and response quality
- Write tests, review code, and support production releases
Requirements:
- Practical RAG experience with vector databases and metadata filtering
- Experience implementing or integrating MCP servers or clients
- Knowledge of prompt design and model context management
- Relational database experience with SQL and performance tuning
- Understanding of authentication, authorization, and data access controls
Apply RAG, MCP, LLM, and full-stack engineering experience to secure enterprise AI solutions at Code17.