Senior Machine Learning Platform Architect

2 weeks ago

Kitchener, Ontario, Canada Faire Full time $141,500 - $194,500
About Faire

Faire is an online wholesale marketplace that connects independent retailers with brands from around the world. Our mission is to empower local businesses to compete with larger retailers by providing them with the tools and insights they need to succeed.

Job Description

We are seeking a highly skilled Senior Machine Learning Platform Architect to lead the design and execution of our machine learning platform. This platform will power our wholesale marketplace and enable seamless software-driven machine learning deployment to improve our core metrics.

Key Responsibilities
  • Design and build highly scalable machine learning systems that the entire company will use, including:
  • Machine Learning-as-a-Service
  • ML Model Training framework
  • Feature store, including batch and real-time feature computation, serving, and monitoring
  • Deep learning infrastructure that powers training and serving of Faire's language and image models
  • Model prediction services to manage model deployment, inference, and monitoring
Requirements
  • 3+ years of experience building production machine learning systems or platform components such as feature store, model training framework, ML prediction service, etc.
  • Degree in a relevant discipline such as Computer Science, Machine Learning, or another similar field
  • Strong coding skills in Python/Java or equivalent
  • Strong understanding of engineering and infrastructure best practices, general software development principles with a machine learning software development life-cycle orientation
About the Role

This is a unique opportunity to join a growing company that is leveraging the power of product innovation and machine learning to connect brands and boutiques from all over the world. As a Senior Machine Learning Platform Architect, you will have the opportunity to work on a wide range of projects and contribute to the development of our machine learning platform.

What We Offer

We offer a competitive salary and benefits package, as well as the opportunity to work with a talented team of engineers and data scientists. We are committed to providing equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, sexual orientation, gender identity, or gender expression.

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