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Senior Staff Machine Learning Platform Engineer

FaireKitchener-Waterloo, ON; Toronto, ON
On-site Full-time $228K/yr - $313.5K/yr

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Experience Level

Senior

Qualifications

Key ResponsibilitiesDefine and steer the long-term architecture of Faire’s ML platform, encompassing training, inference, feature management, and governance. Establish company-wide standards for code quality, testing, MLOps (CI/CD), experimentation, model lifecycle management, and observability. Lead the adoption and advanced utilization of Unity Catalog, multi-workspace strategies, and data/ML mesh patterns. Design scalable ML workflows utilizing Spark, Delta Lake, and MLflow. Enhance the performance, reliability, and cost-effectiveness of the ML platform. Assess and integrate the latest features from Databricks. Stay at the forefront of machine learning and AI innovations. Act as a senior technical advisor for ML to Faire’s data science and production engineering teams. Represent Faire at machine learning conferences and meetups.

About the job

About Faire

Faire is an innovative online wholesale marketplace that champions the local economy. We believe that independent retailers worldwide can outpace major corporations like Walmart and Amazon, even if they are smaller entities in comparison. At Faire, we harness technology, data, and machine learning to empower a vibrant community of entrepreneurs globally. Think of your favorite local boutique; we facilitate their access to the finest products from around the world, enabling them to thrive in their neighborhoods. By providing the right tools and insights, we aim to level the playing field, allowing small businesses to effectively compete with e-commerce giants.

By nurturing independent businesses, Faire is fostering positive economic growth in local communities worldwide. We are on the lookout for intelligent, resourceful, and passionate individuals to join our mission of promoting the shop local movement. If you believe in community and collaboration, we invite you to be part of ours.

About this Role

As a Senior Staff Machine Learning Platform Engineer, you will be responsible for shaping the technical vision and progression of Faire’s ML platform. Your role will include setting standards, influencing organization-wide architecture, and leading complex, cross-functional initiatives to enhance data science efficiency on a large scale. Additionally, you will play a crucial role in adapting ML workflows to leverage contemporary AI productivity tools. Your work will not only involve building models but also architecting the systems that empower those models to support tens of thousands of small retailers in growing their local businesses.

About Faire

Faire is a forward-thinking online wholesale marketplace that believes in the power of local economies. By connecting independent retailers with global suppliers, we empower small businesses to thrive and compete in a challenging market landscape. Our mission is to fuel the shop local movement and make a positive economic impact in communities around the world.

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