About the Project
Join us to develop advanced AI Agents that accelerate and improve the design and development of railway infrastructure. You’ll work on intelligent document processing, retrieval-augmented generation (RAG), and domain-specific agents to automate and enhance technical workflows in railway engineering.
Required Skills & Experience
- Solid Python programming foundation
- AI Agent development and orchestration using Llama-Index/Langchain
- Vector databases such as ChromaDB, FAISS etc and SQL/MongoDB
- Document and Data preprocessing with PyMuPDF, Docling, BeautifulSoup etc
- Data science tools: Pandas, Numpy, Matplotlib, Tensorflow or Pytorch etc
Nice to Have
- HuggingFace ecosystem (transformers, sentence-transformers)
- LLM model finetuning
- Training reasoning models using GRPO
- Software tools: AI-assisted coding tools (e.g., Github Copilot, Cursor), Git, Docker, Kubernetes
- Streamlit for rapid prototyping
- UI/UX knowledge with React, Vue, or similar frontend frameworks
- Experience with RESTful APIs and web integration
- Clean code practices, debugging, and version control
- Fluency in English and B1 level German
What We Offer
- Flexible working hours (20h/week)
- Hands-on experience with latest trends in GenAI and engineering applications
- Mentorship and an open team with lots of working flexibility
- Modern tech stack and tools
We look forward for your application!
Kontaktperson:
MERMEC Deutschland GmbH HR Team