TL;DR
Senior AI Engineer (AI/LLM): Building intelligent systems that transform engineering documentation into structured knowledge graphs and simulation models with an accent on LLMs, Computer Vision, and automated pipeline generation. Focus on designing scalable backend services and integrating complex data sources to automate model generation and system understanding.
Location: Prague
Company
Avenga is a global provider of digital services, including business and tech advisory, product development, and software solutions.
What you will do
- Convert technical system descriptions into structured Knowledge Graphs (KG).
- Develop pipelines using LLMs, VLMs, and machine learning models for document understanding.
- Build KG-to-Model mapping logic for automatic simulation model generation.
- Design and develop backend services and APIs using Python.
- Ensure system scalability, observability, and performance across all AI workflows.
Requirements
- Strong experience with Python.
- Hands-on experience with LLMs and AI frameworks like LangChain or HuggingFace.
- Experience with Knowledge Graphs and graph databases such as Neo4j.
- Knowledge of vector databases like Qdrant, Pinecone, or Vertex AI.
- Experience with computer vision and object detection pipelines.
- Proficiency with FastAPI, Docker, and GCP.
Culture & Benefits
- Focus on diversity and equal opportunities for all employees.
- Commitment to an inclusive work environment that honors individual boundaries.
- Global company scale with opportunities for career development and leadership growth.
- Collaborative environment with cross-functional teams and domain experts.
Hiring process
- Application review by the recruitment team.
- Talent acquisition interview to discuss goals and company culture.
- Technical interview focused on problem-solving expertise.
- Potential customer interview to align expectations before the job offer.