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Senior Data Scientist / Machine Learning Engineer - Search & Recommendation

Faire

$177,500 - $244,000
Apr 15, 2025
San Francisco, CA, US
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Faire is looking to improve its search query and understanding problems to help local retailers and independent brands succeed.

Requirements

  • 4 years of industry experience using machine learning to solve real-world problems
  • Experience with search/query processing for product development
  • Strong programming skills
  • Experience with relational databases and SQL
  • Ability to quickly implement state of the art algorithms from an academic paper (highly recommended)
  • Master’s or PhD in Computer Science, Statistics, or related STEM fields (highly recommended)
  • Experience with machine learning to solve real-world problems

Responsibilities

  • Developing machine learning-powered search ranking models
  • Adding personalization to search and discovery
  • Determining answers to questions like how relevant is this product to this retailer and how can we infer that in real-time
  • Creating real-time embeddings of users' interests and using them to power rankings
  • Improving purchase flow
  • Enabling A/B tests to more quickly converge when dealing with low sample sizes
  • Contributing to team strategy and leading model development without supervision

Other

  • 4 years of industry experience and a history of accomplishment and advancement in your Data Science career
  • Strong communication skills and the ability to work with others in a closely collaborative team environment
  • Ability to contribute to team strategy and to lead model development without supervision
  • Must be able to go into the office 2 days per week on Tuesdays and Thursdays, effective the week of January 13, 2025
  • Flexibility to work remotely up to 4 weeks per year