Machine Learning Algorithms Engineer

Location: Vancouver, BC, Canada

Type: Full Time

Min. Experience: Mid Level

We are:

DeviantArt’s Artificial Intelligence 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 data scientist experienced in developing performant, scalable algorithms for production applications. You have a strong understanding of AI and machine learning algorithms, especially for recommendation and classification. You’re an expert user of Python for data science (including scipy, numpy, sklearn, pandas, jupyter, pytorch, pyspark...) and are experienced with both traditional machine learning approaches and with deep learning frameworks like Tensorflow, Pytorch, and MXNet.

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

As a Machine Learning Algorithms Engineer, you will:

  • Help design performant, scalable and maintainable machine learning algorithms that can meet key needs of the world's most active online community of artists, and are general enough to be used by other teams at Wix.
  • Work closely with Machine Learning Platform Engineers to ensure your algorithms can be reliably deployed and operated in production at scale.
  • 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 machine learning research community 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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