Machine Learning Engineer

1 month ago


Toronto, Ontario, Canada ACV Auctions Full time
Join Our Team as a Machine Learning Engineer - Lead

We are seeking a talented and experienced Machine Learning Engineer to lead the development of our machine learning operations. As a key member of our team, you will be responsible for setting up ML model training pipelines, deploying APIs around ML models, and monitoring ML models that power our document processing and vehicle pricing.

About the Role
  • Lead a team of machine learning engineers to build, automate, and deploy ML models and pipelines in production.
  • Develop ML model pipelines from proof of concept to production.
  • Document the work process, including pipeline set up, experiment execution, and model deployment.
  • Monitor performance of models in production.
  • Collaborate with stakeholders to help meet their objectives and provide them with periodic status updates.
Requirements
  • Graduate degree in a computationally intensive domain.
  • Ability to read, write, speak, and understand English.
  • Experience with building data pipelines (Kubeflow, sklearn pipelines, etc.).
  • Experience with building and deploying REST APIs (Flask, FastAPI).
  • Experience with regression analysis and classification analysis is essential.
  • Advanced proficiency with Python and SQL (BigQuery/MySQL).
  • Experience with cloud services (AWS / GCP), Docker, Kubernetes, and CI/CD pipelines.
About Us

ACV Auctions is a technology company that has revolutionized how dealers buy and sell cars online. We are transforming the automotive industry by applying innovation and user-designed, data-driven applications and solutions. Our network of brands includes ACV Auctions, ACV Transportation, ClearCar, MAX Digital, and ACV Capital within our Marketplace Products, as well as True360 and Data Services.

We focus on the Health, Physical, Financial, Social, and Emotional Wellness of our Teammates and offer comprehensive benefits, including multiple medical plans, company-sponsored short-term and long-term disability, and life insurance. We also offer generous paid time off options, retirement planning through our 401(k) plan, and more.



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