Position Details
About this role
This role involves leading the development of Snowflake's machine learning platform, focusing on scalable inference and supporting AI workloads, especially large language models.
Key Responsibilities
- Define and own ML platform roadmap
- Build scalable ML inference solutions
- Support large language model deployment
- Collaborate with cross-functional teams
- Ensure operational excellence of ML services
Technical Overview
Technical scope includes building ML infrastructure with frameworks like PyTorch, TensorFlow, MLflow, and inference engines such as TensorRT, supporting both batch and real-time ML serving systems.
Ideal Candidate
The ideal candidate is a senior machine learning engineer or platform architect with over 7 years of experience in building and supporting ML platforms, especially with large language models and inference engines, demonstrating leadership in AI infrastructure.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Less than 7 years of relevant experience, Lack of experience with LLM inference engines, No experience with ML frameworks like PyTorch or TensorFlow
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