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Mercury

3 days ago

Senior Data Scientist - Credit and Lending ML

Remote · San Francisco, CA, New York, NY, Portland, OR, or Remote within Canada or United States San Francisco, CA, New York, NY, Portland, OR, or Remote within Canada or United States

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AI TL;DR

You will develop and manage machine learning models for our lending program at Mercury. This role involves collaborating with various teams to enhance our credit decision-making process.

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Interview prep for this job

  1. What would you ship in the first month as Senior Data Scientist - Credit and Lending ML at Mercury?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
  5. Which part of your last project maps to this stack?

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Job description

You will develop and manage machine learning models for our lending program at Mercury. This role involves collaborating with various teams to enhance our credit decision-making process.

Details

  • San Francisco, CA, New York, NY, Portland, OR, or Remote within Canada or United States
  • $166,600—$298,800 USD for US employees
  • 3+ years building ML models, at least 1 year in lending or credit algorithms
  • Strong in Python and SQL

The work

  • Build and own models for transaction classification and revenue estimation
  • Turn messy data streams into a defensible view of a business's health
  • Deploy models into production with monitoring and tests
  • Partner with Credit on underwriting policy and with Product on product shape