Machine Learning Engineer

Company:
Location: Toronto, ON

*** Mention DataYoshi when applying ***

TradeRev has changed the automotive industry with its revolutionary product. Built as a multi-platform live auction app, TradeRev’s online automotive remarketing system has made a huge impact in the industry and has acquired quick user adoption with a fast-growing client base. As a subsidiary of KAR Auction Services, Inc. and partnering with our sister company ADESA, we are continuing to expand TradeRev’s footprint in the dealer-to-dealer online space in the US and Canadian markets.

Why Work with Us?

Whether your Fun is in working with new technology, learning skills, collaborating with awesomely talented people or growing into a Specialist, Team Lead or People Manager, we want to feed this fire in you. If you have the work ethic, skill and motivation, we will help you find a path that leads you where your passion wants to go. So come on; let's have Fun together.

Our Core Values: We are FHAB. Fun. Honest. Accountable. Brave.

Take a look at our other benefits here: http://work.traderev.com/

Position Overview

At TradeRev we use Machine Learning for a wide range of problems, from regression models used for forecasting and prediction, recommender systems based on preference and collaborative filtering, CNNs for object detection and image classification and RNNs for NLP problems.

Responsibilities and Duties:

  • Working very closely with Data Scientists to understand the data
  • Collaborating with Data Engineers to build the necessary data pipelines
  • Kicking-off and monitoring training jobs
  • Analyzing the performance metrics of trained models
  • Deploying trained models to production

Qualifications & Education Requirements:

  • 5+ years software development experience working on highly scalable systems in an Agile environment
  • Built and deployed customer facing machine learning systems as part of professional experience
  • A broad understanding of machine learning techniques from linear regression to neural networks
  • Extremely comfortable exploring the data independently and have an excellent grasp of statistical methods, i.e. calculation of confidence intervals, different techniques to segment data, hypothesis testing and others
  • Excellent communication skills and an aptitude for developing relationships at an executive, engineering, and operational levels

Bonus Qualifications:

  • Deep familiarity with one of AWS, Azure or Google cloud offerings specific to machine learning
  • Experience working with scientific libraries such as Pandas, scikit-learn as well as machine learning frameworks such as Keras, TensorFlow, MXNet or others
  • Experience working with data processing frameworks such as Apache Spark, Kafka or others

We thank all applicants for their interest. Only candidates selected for an interview will be considered.

TradeRev is an equal opportunity employer committed to diversity. TradeRev is committed to providing employment in accordance with the Ontario Human Rights Code and the Accessibility for Ontarians with Disabilities Act. Any assessment and selection materials or processes used during the recruitment process will be available in an accessible format to applicants with disabilities, upon request. If contacted for an interview, please advise Human Resources if you require disability-related accommodation.

*** Mention DataYoshi when applying ***

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