Homechoice

Junior Machine Learning Engineer - HomeChoice

Job description

HomeChoice is a leading omni-channel retailer, delighting our customers with an innovative range of curated products on personalized terms. Our aim is to provide multiple, convenient and easy retail shopping channels to guarantee that we meet all our customer expectations.

The ideal candidate for this role will become a part of the Data Science team and will report to Head of Data Science.

Here’s what you can expect to be doing in the role

  • Support development of productionized machine learning solutions across the group (retail and fintech)
  • Integrate solutions with existing business processes
  • Add additional data sources and engineer model features
  • Work in and improve our machine learning environment (Python, Sklearn, Tensorflow, SQL, proprietary AutoML and Feature Store pipelines, AWS)

  • Maths / Stats / Computer Science / Data Science / Artificial Intelligence Qualification (or related)
  • Experience developing productionized Machine Learning solutions with automatic re-train, re-score, re-deployment
  • Experience with Python, Sklearn, Tensorflow and up-to-date knowledge of ML / DL techniques
  • Nice to have: Experience with Recommender Systems, Retail, Credit Risk, building AutoML and Feature Store pipelines, building production systems.

Our Values

  • Keep Innovating – we have the courage to contribute new ideas and turn those ideas into reality.
  • Think like an entrepreneur – we treat the business like it's our own.
  • Keep it real – we are mindful of the impact of our words and actions.
  • Raise the bar – we strive to deliver excellence in everything that we do.

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