Staff Machine Learning Platform Engineer

Faire • Toronto, Ontario • Posted June 26, 2026

About the Role

About this role

As a Staff Machine Learning Platform Engineer, you will help design, improve, and operate a scalable ML platform to accelerate model training, deployment, and governance. You are the technical bridge between data science and production engineering. You’ll be joining a small but deeply critical team that scales Faire’s ability to support tens of thousands of local businesses in a constantly narrowing retail landscape.


What You Will Do

  • Design and operate ML infrastructure, including workspaces, clusters, jobs, and workflows

  • Productionize ML workloads using Spark, Delta Lake, MLflow, and Databricks Workflows

  • Teach data scientists how to utilize our ML platform to advance development from notebook to production for our most critical models

  • Implement Unity Catalog for data governance, lineage, access control, and secure multi-tenant usage

  • Build CI/CD pipelines for ML using Terraform and Git-...