Role overview
- Convert system descriptions (e.g., P&IDs, manufacturer specifications) into structured Knowledge Graphs (KG)
- Enhance KG generation by integrating real-time system data and additional data sources
- Build KG-to-Model mapping logic to automatically generate initial 1D simulation models (e.g., Amesim)
- Design and develop pipelines using LLMs, VLMs, and ML/DL models for document understanding
- Implement and maintain data processing and AI workflows
- Develop backend services and APIs using Python (FastAPI)
- Create demo/admin interfaces using Streamlit or React
- Ensure system scalability, observability, and performance
- Collaborate with cross-functional teams including engineers and domain experts
At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth. By bringing together people from different backgrounds and experiences, we build a workplace where everyone feels free to be themselves while honoring the boundaries of others.