Senior Machine Learning Engineer at Bumble developing scalable AI systems for personalized user interactions. Leading machine learning model development and deployment from exploration to production.
About the role
- Open-source Software Engineer at Mistral AI developing and maintaining state-of-the-art AI models and libraries. Collaborating with the open-source community to drive innovation.
Responsibilities
- You will be in charge of open-sourcing state-of-the-art models, whilst maintaining and improving Mistral’s publicly available libraries.
- Your work is critical in helping turn research breakthroughs into tangible solutions and improve Mistral's open-source ecosystem.
- Releasing our models to open-source platforms and libraries, e.g., vLLM, GitHub, Hugging Face.
- Maintaining Mistral’s open-source libraries (mistral-common, mistral-finetune, mistral-inference).
- Create and maintain tooling and services: both internal facing (internal research) and external facing (open-source libraries).
- Implement and optimize open-source and internal libraries for performance and accuracy, ensuring production readiness and employing cutting-edge technology and innovative approaches.
- Collaborate with the open-source community (PyTorch, vLLM, Hugging Face).
Requirements
- Master’s degree in Computer Science, Machine Learning, Data Science, or a related field
- Experience contributing to popular open-source libraries such as PyTorch, Tensorflow, JAX, vLLM, Transformers, Llama.cpp, ...
- Passion for contributing to the open-source software ecosystem
- Expert programming skills in Python, PyTorch, MLOps
- Adaptable, proactive, and autonomous
- Attention to detail and a drive to go the last mile to build almost perfect tools
- Deep understanding of machine learning approaches, especially LLMs and algorithms
- Low-ego, collaborative and have a real team player mindset
- Experience with training and fine-tuning large language models (e.g., distillation, supervised fine-tuning, policy optimization) - ideal
- Experience working with Slurm - ideal
- Worked with research teams before - ideal
- Experience as a core-maintainer of a popular ML open-source library - ideal
Benefits
- 💰 Competitive salary and equity
- 🧑⚕️ Health insurance
- 🚴 Transportation allowance
- 🥎 Sport allowance
- 🥕 Meal vouchers
- 💰 Private pension plan
- 🍼 Parental : Generous parental leave policy
- 🌎 Visa sponsorship
Job title
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