Machine Learning Infrastructure Engineer

Location: Vancouver, British Columbia, Canada

Type: Full Time

Min. Experience: Mid Level

We are:

DeviantArt’s Machine Learning Systems team. DeviantArt is the largest online social network for artists and art enthusiasts with over 45 million registered members and more than 50 million unique visitors a month. We are a platform for emerging and established artists to exhibit, promote, and share their work with an enthusiastic, art-centric community.

Machine learning systems form an integral part of our users’ experience by helping us expose users to relevant art and further foster the DeviantArt community. We’re looking for an experienced and enthusiastic team member who wants to help us further develop these systems with the goal of growing and strengthening DeviantArt’s network of artists, curators, organizers and general community members.

You are:

A talented production engineer experienced in designing and deploying cloud-based production systems. Your expertise with large scale data processing and machine learning infrastructure speaks for itself. You have a strong understanding of AI and machine learning algorithms, especially for recommendation and classification. You’re familiar with Python, C++, and Java, as well as relevant technologies such as Apache Spark, Kafka, AWS & Google cloud offerings and deep learning frameworks like Tensorflow, Pytorch, MXNet and ONNX.

You have legal status to work in Canada, and travel to the US and Israel.

As a Machine Learning Infrastructure Engineer, you will:

  • Help design performant, scalable and maintainable machine learning production infrastructure for a high traffic environment.
  • Implement, deploy and monitor reliable machine learning production systems for an active online community of artists, that are also general enough to be used by other teams at Wix.
  • Migrate components of heterogeneous production systems to new ecosystems incrementally, while guaranteeing system reliability.
  • Leverage the expertise and infrastructure of other Wix machine learning teams to collaboratively build end-to-end systems, going from data ingestion all the way to serving results in production.
  • Stay up-to-date with developments in the data and machine learning engineering communities and translate them into actionable suggestions for DeviantArt’s systems and goals.
  • Help maintain, redesign and migrate existing machine learning systems on the path to new paradigms and environments.
  • Travel occasionally to other locations in the US and/or Israel.


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