Senior Data Scientist

2 weeks ago

Toronto, Ontario, Canada Snowflake Full time
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our Marketplace Trust and Quality team at Snowflake. As a key member of our team, you will play a pivotal role in building a highly automated and reliable content moderation system using cutting-edge LLM/GenAI, Deep Learning, and classical ML.

Responsibilities
  • Help define and own the roadmap for ML & AI for Marketplace Trust, working collaboratively and proactively with senior architects, product managers, and team leadership.
  • Investigate, evaluate, compare, and fine-tune multiple Large Language Models (LLMs) to deliver maximum value to Snowflake's customers.
  • Design, build, and maintain experimentation frameworks.
  • Help define and implement benchmarks and metrics for model performance.
  • Define and implement experimentation-to-production processes.
  • Own production ML Ops, metrics, monitoring, alarming, and logging.
  • Collaborate across other engineering partner teams to continuously improve ML development velocity and capabilities at Snowflake.
  • Support team members in delivering a high level of technical quality.
Requirements and Qualifications
  • Have 5+ years of industry experience designing and building infrastructure, machine learning platforms, machine learning services, and frameworks.
  • Strong knowledge of Machine Learning foundations, neural networks, statistics, and optimization.
  • Strong track record of working with machine learning systems and/or platforms.
  • Experience with several of the following frameworks: Pandas, NumPy, SKLearn, XGBoost, LightGBM, PyTorch, Tensorflow, Keras.
  • Fluent in both Python and Java.
  • Have worked well with data scientists, business analysts, and machine learning infrastructure to connect the dots between science, business, and technology partners.
  • BS/MS/PhD in Computer Science or related majors, or equivalent experience.
About Snowflake

Snowflake is a global platform where thousands of organizations store and process their data. Our Data Marketplace allows our customers to exchange data across geographies, organizations, and cloud providers. We are looking for outstanding ML engineers who will play a pivotal role in this journey by understanding Snowflake's Marketplace platform architecture and harnessing state-of-the-art AI to improve the quality of our content and increase customer trust.

We are growing fast, and we're scaling our team to help enable and accelerate our growth. 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.

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