data
Posted 4 days agoSenior/Staff Software Engineer - Machine Learning Platform (Inference)
at Snowflake
On-site
Responsibilities
- Build the future of data.
- - Ensure operational excellence of the services and meet the commitments to our customers regarding reliability, availability, and performance.
- - Collaborate across other ML partner teams to continuously improve ML development velocity and capabilities at Snowflake.
- - Help define and own the roadmap, working collaboratively and proactively with senior architects, PMs, and team leadership.
Requirements
- To usher in this new era, we seek AI-native thinkers across every function who are energized by the opportunity to reinvent how they work.
- You don’t just use tools; you possess an innate curiosity, treating AI as a high-trust collaborator that is core to how you solve problems and accelerate your impact.
- Join the Snowflake team.
- The Snowflake Machine Learning Platform team’s mission is to enable customers to bring their machine learning and deep learning workloads to Snowflake.
- The team aims to solve these challenges by building highly integrated platform solutions that are simple, secure, and enable end-to-end ML workflows.
- We are on an early journey to build the most scalable machine learning and data platform without sacrificing the
- We are looking for outstanding technical leaders who will join our ML Platform team to build the next-generation platform and play a pivotal role in this journey by understanding Snowflake’s core platform architecture and evolving it to enable state-of-the-art machine learning and LLM workloads.
- Join us to define strategies, set technical directions, design and execute, engage and deliver innovation, and unlock the power of AI for thousands of enterprise customers.
- The initiatives include platforms and tools that enable customers to do state-of-the-art machine learning on Snowflake natively.
- experience designing, building, and supporting Internet serving infrastructure, machine learning platforms, machine learning services, and frameworks. - Strong track record of working with machine learning systems and/or platforms. -
- Experience in serving LLMs using inference engines like vLLM, TensorRT-LLM, TEI, SGLang, and knowing tradeoffs between them. -
- Experience serving fine-tuned LLMs (PEFT, DPO, RL). -
- Experience with several of the following frameworks: SKLearn, XGBoost, PyTorch, Tensorflow, MLflow is a plus. - Previous
- experience in building batch and real-time ML serving systems preferred. - Have built a roadmap and vision around machine learning teams, and led technical decision making with help of architects and PMs and team. - BS/MS/PhD in Computer Science or related majors, or equivalent
- experience Snowflake employee is expected to follow the company’s confidentiality and security standards for handling sensitive data.
- Snowflake employees must abide by the company’s data security plan as an essential part of their duties.
- Snowflake is growing fast, and we’re scaling our team to help enable and accelerate our growth.
Experience
- QUALIFICATIONS: - Have 7+ years of industry
Benefits
- - Collaboratively build and execute a vision for incorporating new advances in machine learning in ways that best achieve the team’s business objectives.
- How do you want to make your impact? For jobs located in the United States, please visit the job posting on the Snowflake Careers Site for salary and
Contact
- benefits information: careers.snowflake.com http://careers.snowflake.com
Additional details
- At Snowflake, we are powering the era of the agentic enterprise.
- We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset — who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results.
- Our customers want to build powerful models with the ever-increasing data in Snowflake but face several challenges including infrastructure optimizations, orchestration, performance, and security.
- This position is based in Menlo Park, CA, and Bellevue, WA.
- - Support team members in delivering a high level of technical quality. IDEAL REQUIREMENTS &
- It is every employee's duty to keep customer information secure and confidential.
- We are looking for people who share our values, challenge ordinary thinking, and push the pace of innovation while building a future for themselves and Snowflake.