Senior Software Architect

4 weeks ago

Bellevue, Washington, United States Snowflake Computing Full time
Build the Future of Data with Snowflake

Snowflake is revolutionizing the way companies manage and analyze their data. As a key member of our Machine Learning Platform team, you will play a pivotal role in shaping the future of data processing and analytics. Our team is dedicated to building a highly integrated platform solution that is simple, secure, and enables end-to-end workflows. We are looking for outstanding technical leaders who will help us achieve this vision by understanding Snowflake's core platform architecture and evolving it to enable state-of-the-art machine learning workloads, including LLMs.

Responsibilities:

* Help define and own the roadmap for our machine learning platform, working collaboratively with senior architects, PMs, and team leadership.
* Collaboratively develop distributed training infrastructure to train and fine-tune LLMs.
* Work on inference optimizations to efficiently serve LLMs.
* Create alignment in RHLF for LLMs.
* Collaborate across other engineering partner teams to continuously improve LLM development velocity and capabilities at Snowflake.

Requirements:

* 8+ years of industry experience designing, building, and supporting Internet serving infrastructure, machine learning platforms, machine learning services, and frameworks.
* Experience modeling in pre-training and fine-tuning foundation models.
* Strong track record of working with machine learning systems and/or platforms.
* Experience with several of the following frameworks: SKLearn, XGBoost, PyTorch, Tensorflow.
* Fluent in Python. C++ and Java experience is a plus.
* Have worked well with data scientists, business analysts, and machine learning infrastructure to connect the dots between business and technology partners.
* BS/MS/PhD in Computer Science or related majors, or equivalent experience

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