Senior AI / Data Science Engineer | Senior AI / Data Science Engineer (m/w/d)
GBTEC Software AG
Job Summary
This Senior AI / Data Science Engineer will be at the forefront of revolutionizing BPM software by designing and implementing cutting-edge Retrieval-Augmented Generation (RAG) solutions. The role involves supplying Large Language Models (LLMs) with dynamic, up-to-date data, building robust data preparation pipelines for extraction, cleaning, transformation, and integration. A key focus will be implementing efficient retrieval mechanisms using vector databases and optimizing interfaces for real-time data integration without extensive fine-tuning. The ideal candidate will develop algorithms for context-aware LLM responses, evaluate system efficiency, and collaborate closely with software developers to bring innovative AI solutions to production. This position offers a chance to work in an agile, international team, taking ownership of tasks in a modern software development environment.
Required Skills
Education
Not specified
Experience
- Professional experience in data preparation, including extraction, cleaning, and structuring from various sources (APIs, databases, documents)
- Practical experience with Retrieval-Augmented Generation (RAG) and vector databases
- Experience with Large Language Models (LLMs) and their integration into production environments without extensive training or fine-tuning
- Experience with methods for processing unstructured data (e.g., document processing, text mining, NLP)
Languages
Additional
- Not specified