We are looking for a skilled Machine Learning Engineer to join our team, focusing on the development and maintenance of a Retrieval-Augmented Generation (RAG) system for internal client use. This role blends data science and backend development, with a strong emphasis on experimenting with advanced ML models.
Responsibilities:
- Analyze and experiment with textual data to optimize system performance.
- Work with state-of-the-art foundation models and LLMs.
- Maintain and enhance the RAG system and backend web app.
Tech Stack:
- Python, FastAPI
- Machine Learning tools: scikit-learn, HuggingFace transformers
- Experience with LLMs and RAG systems (LangChain or LiteLLM preferred)
- AWS (Redshift, Lambda, S3) or equivalent cloud platforms
- SQL (PostgreSQL), data serialization
Requirements:
- Strong Python skills with a focus on clean, pythonic code (PEP standards).
- 2+ years of NLP experience.
- Familiarity with ML best practices and backend optimization.
- Proficiency in SQL and cloud environments.
What we offer:
- Exciting and innovative projects.
- A supportive, collaborative team culture.
- Flexible work environment.
- Comprehensive benefits tailored to you.
Sounds interesting? Click "Apply" and take the next step in your career!