Machine Learning Engineer - DeviantArt
Vancouver
BA & Data Science
Entry-Level
Student
Temp
People Manager
Remote
Job Description
Machine Learning systems form an integral part of the experience at DeviantArt, helping us expose users to relevant art, foster the DeviantArt community, and give new avenues for deviants’ creativity. As a Machine Learning 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
Use generative models to build products that enable new opportunities for artistic expression on DeviantArt
Build end-to-end systems going from data ingestion 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
Qualifications:
MSc or PhD in machine learning or a related field
At least 5 years of industry experience working on machine learning algorithms and applications; including for recommendation, classification, and image generation
Experience designing and deploying cloud-based production systems using AWS
Expertise with large-scale data processing and machine learning workflows in GPU-optimized distributed environments
Familiarity with Python and relevant tools such as PySpark, Pandas, and Pytorch
Knowledge of the latest large-scale image generation and language models
Bonus points if you
Are familiar with specifying cloud infrastructure in code
Have worked with large-scale search engines like Elasticsearch or Vespa in production
Know the ins and outs of serverless approaches to running machine learning and data services infrastructure
About the team
DeviantArt. Founded in 2000 and a part of Wix since 2017, DeviantArt is the largest online social network for artists and art enthusiasts. DeviantArt is the foremost platform for emerging and established artists to exhibit, promote, and share works with an enthusiastic, art-centric community. We have over 86 million registered users worldwide, and our users -- lovingly referred to as “deviants” -- upload tens of thousands of original pieces of art every day, from painting and sculpture to digital art, pixel art, films, and anime.
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The DeviantArt Artificial Intelligence team is located in Vancouver, Canada, and while we partially work remotely we are looking for local candidates at the moment.
Approximate base compensation is $160,000 - $200,000 CAD per year. In addition to base pay you will receive company RSUs as part of the compensation package.
Final offer may vary and will be determined by various factors including the location where the role is expected to be performed, shift, candidate profile, and ideal qualifications.
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In addition to a competitive compensation package and opportunities for professional growth, Wix offers comprehensive benefits to support the well-being and financial security of our employees. Our benefits include:
Comprehensive health & life benefits including medical, dental, and vision.
Generous and flexible time off for personal recharge and special life moments
Emotional and mental health support programs
Allowances supporting nutrition, fitness, and productivity
RRSP matching, with no vesting period
Equity & ESPP -
We grant RSUs (restricted share units) to all of our employees. We believe that our employees directly impact our success and thus should benefit from our successes.
All employees are also eligible for the ESPP (Employee Stock Purchase Plan) allowing employees a unique opportunity to benefit from Wix’s success by purchasing Wix shares at a discounted rate.
About Wix:
Wix makes it possible for anyone to succeed online.
Since 2006, we've grown to 5,000 employees in 17 countries, launched over 40 products, and serve over 230 million users and their visitors worldwide.
At Wix, we push you to innovate, evolve in non-traditional ways, and grow outside your comfort zone. We operate in small teams that work closely together to create incredible things.
We're proud to be an equal opportunity employer. Wix was built around the idea that everyone has the right to be successful, online. This same vision defines us as an employer: creating a work environment where everyone is welcome, and anyone has the right to succeed.
