Full Stack Developer (agentic AI)
Team: Poland
Location: Warszawa
Commitment: Full-time
Workplace Type: remote
Responsibilities:
- Design, develop, and deploy complex, multi-step AI agents with tool-use, memory and context management, leveraging LangChain, LangGraph, and LangSmith frameworks, and integrating with foundational Large Language Models (LLMs).
- Integrate LLMs with external tools, APIs, knowledge sources, and enterprise systems.
- Build retrieval layers (e.g., hybrid search, vector search, metadata filtering) optimized for LLM consumption.
- Stay up to date with cutting-edge technologies and best practices for building Gen AI-based applications.
Requirements:
- 5+ years of commercial experience.
- Proficiency in Typescript and Node.js.
- Solid understanding of software design principles, design patterns, and modern development best practices.
- Experience with NoSQL and vector databases (OpenSearch preferable).
- Hands-on experience in designing and implementing AI agent workflows with tool-use, memory, and context management.
- Deep understanding of agentic behaviors and patterns, such as planning, retrieval and self-correction.
- Deep knowledge of LangChain and LangGraph libraries. Production experience preferable.
- Practical experience in implementing RAG workflows.
- Practical experience in evaluating and testing AI systems.
- Knowledge and experience working with AI agentic architectures.
Nice to have:
- Experience working with a microservices-based architecture.
- Experience with AWS (S3, Lambda, ECS, Bedrock).
- Experience with Docker & Kubernetes.
- Python knowledge.
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