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Machine Learning Engineer

Toronto, Ontario · Information Technology
Machine Learning Engineer
As a Machine Learning Engineer, you will develop novel machine learning algorithms and data products for fraud detection, personalization, search and NLP. You will work with petabyte scale datasets and work with high throughput, low latency systems to put your models in production touching lives of more than 300M customers everyday.
  • Work with massive data from multiple applications and 300 M+ customers
  • Own the development, training, optimizing, and deployment of machine learning and neural network models allows for learning the semantics of multimodal data
  • Contribute towards long-term research goals, while recognizing intermediate milestones that can be applied to the product development
  • Design and evaluate novel approaches for handling high-volume real-time data streams in an inferencing environment
  • Develop measurement and feedback systems at web scale to improve the selection of features and/or algorithm design
  • Contribute and influence the relevant research/engineering communities via top tier publications and open source contributions
  • You have +3 years working experience with software development in Python and Scala
  • You have experience in building ETL pipelines to perform feature engineering on large-scale dataset using Big Data technologies such as Hadoop or Spark
  • Strong written and verbal communication skills to describe results of analyses in a clear and effective manner
  • Ability to initiate and drive projects to completion with minimal guidance
  • You respect advanced data structures and can use them to solve your problems
  • You have a Masters/PhD degree or equivalent in Computer Science, Engineering, Mathematics or related field
  • Understand the theory and application of theory for common classification, clustering, language understanding, collaborative filtering and statistical techniques
  • Working knowledge of PyTorch, Tensorflow or other similar frameworks is a plus

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