Machine Learning Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Location: Hybrid in the Greater Vancouver Area, BC; work from home most of the week with mandatory office attendance in Vancouver every Thursday. Candidates must currently be located in the Greater Vancouver Area.
Base compensation: CAD 165,000–200,000 per year, plus company RSUs.
Company
DeviantArt is an online social network for artists and art enthusiasts, with more than 115 million registered users and tens of thousands of original art pieces uploaded daily; its Artificial Intelligence team develops solutions for user experience, artistic creativity, and safe platform interactions.
What you will do
- Develop and improve recommendation and classification algorithms to enhance user experiences.
- Design, implement, and deploy reliable machine learning systems for a high-traffic online art community.
- Build end-to-end systems covering data ingestion through production serving of results.
- Apply current developments in data and machine learning engineering to platform systems and goals.
Requirements
- 5+ years of experience in machine learning or closely related disciplines.
- Understanding of machine learning algorithms, especially recommendation and classification.
- Experience designing and deploying cloud-based production systems.
- Expertise with large-scale data processing and machine learning infrastructure.
- Familiarity with Python, Apache Spark, AWS, and PyTorch.
- Knowledge of large language models and their applications to recommendation and classification.
- Current, valid work authorization to work legally in Canada without requiring employer sponsorship now or in the future.
Nice to have
- Experience with serverless approaches or large-scale search engines such as Elasticsearch or Vespa.
Culture & Benefits
- Hybrid work model combining focused remote work with in-person collaboration.
- Company RSUs in addition to base compensation.
- Collaborative, high-performing teams focused on innovation and AI-enabled products.
- Equal opportunity workplace intended to provide an inclusive environment.
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