Senior/Staff Software Engineer (Machine Learning Platform, Inference)

Join Snowflake's Machine Learning Platform team as a Senior/Staff Software Engineer. In this role, you will help build the next-generation platform for machine learning and deep learning workloads. You will define strategies, set technical directions, and collaborate with senior architects, PMs, and team leadership. You will also ensure operational excellence and support team members in delivering high-quality technical work.

• Concevoir et exécuter des stratégies pour intégrer les nouvelles avancées en matière d'apprentissage automatique dans la plateforme Snowflake.
• Collaborer avec des architectes seniors, des chefs de produit et la direction de l'équipe pour définir et posséder la feuille de route.
• Assurer l'excellence opérationnelle des services et respecter les engagements envers les clients en matière de fiabilité, de disponibilité et de performance.
• Have 7+ years of industry experience designing, building, and supporting Internet serving infrastructure, machine learning platforms, machine learning services, and frameworks
• Experience serving fine-tuned LLMs (PEFT, DPO, RL)
• Experience in serving LLMs using inference engines like vLLM, TensorRT-LLM, TEI, SGLang, and knowing tradeoffs between them
• BS/MS/PhD in Computer Science or related majors, or equivalent experience
• Have built a roadmap and vision around machine learning teams, and led technical decision making with help of architects and PMs and team
• Experience with several of the following frameworks: SKLearn, XGBoost, PyTorch, Tensorflow, MLflow is a plus
• Strong track record of working with machine learning systems and/or platforms
• Previous experience in building batch and real-time ML serving systems preferred