Tech Stack
BM25PythonRAG
Job Description, Responsibilities & Requirements
About the Position
We are seeking an AI Developer with experience in Python, LLM, RAG, and BM25 to join our team in Prague, working on AI platforms for industrial customers.
Responsibilities
- Implement RAG - document ingestion, chunking strategies, embedding, retrieval, and reranking
- Work with multimodal data - text, images, technical drawings, video
- Integrate structured data (SAP exports, CSV) with unstructured sources into unified search
- Prompt engineering and context engineering - develop prompt chains, structure context, manage agent memory and orchestration logic
- Build API layer and backend services
- Write tests, evaluations, and iteratively improve the quality and reliability of agents
- Participate in deploying solutions to production
Requirements
What we care about:
- Experience in Python development
- Practical experience with LLM, RAG, and agentic frameworks
- Knowledge of vector databases and hybrid search (BM25 + vector)
- Active use of AI coding assistants (e.g., Claude Code, Cursor, GitHub Copilot) in everyday work
- Practical skills in prompt engineering and context engineering (context structure, prompt patterns, agent memory management)
- Ability to independently solve problems and seek optimal approaches
- Czech and English at a professional level
Advantage:
- Experience with computer vision
- Working with embedding models for images or video
- Knowledge of graph databases
- Experience with fine-tuning (LoRA / QLoRA) and deploying open-source LLM
- Knowledge of guardrails, prompt injection mitigations, and AI safety practices
- Experience with GraphRAG and knowledge graphs for enterprise data
We Offer
- Hands-on work with the latest AI technologies on real projects
- Mentoring from experienced architects
- Professional growth - from implementation to complete solution design
- The backing of a stable company
What can you look forward to
- We are not a corporation!
- We are a free company with minimal hierarchy and management that is guided by common sense
- We offer you fair compensation based on your own skills
- We are a company where friendship is important, as we have grown on friendly relationships
- Every idea you have counts, your voice will not be overlooked, and we will always value your opinions
- You will have many smart people around you who do not keep their know-how to themselves but are happy to share it. You can grow professionally with us – it will be entirely in your hands
- It will also be up to you how you organize your time, vacation, capacity for projects, etc.
Apply
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