✨ About The Role
- The Machine Learning Engineer will focus on building advanced machine learning solutions for the MindsDB platform, including Text-to-SQL systems and Retrieval Augmented Generation (RAG) systems.
- Responsibilities include researching and implementing advanced retrieval techniques for both structured and unstructured data.
- The role requires fine-tuning and deploying transformer models like Llama and OpenAI APIs.
- The candidate will collaborate closely with engineers and researchers, emphasizing team collaboration and best engineering practices.
- The position involves creating design documents and leading architecture discussions.
⚡ Requirements
- The ideal candidate will have over 3 years of experience in machine learning engineering, particularly with large language models (LLMs) and retrieval-based systems.
- Strong software engineering skills are essential, including a solid understanding of data structures, algorithms, and software design principles.
- The candidate should have experience in fine-tuning and deploying transformer models in production environments.
- Excellent problem-solving abilities and a passion for creating innovative AI-driven solutions are crucial for success in this role.
- Strong communication and team collaboration skills are necessary to work effectively with cross-functional teams.