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Mercury

3 days ago

Staff 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

pythonsql

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AI TL;DR

You will develop and manage machine learning models for small business lending at Mercury. This role involves collaborating with various teams to enhance lending decisions using data-driven insights.

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Clear role · 80/100 against the market band on this page.

Interview prep for this job

  1. What would you ship in the first month as Staff 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 small business lending at Mercury. This role involves collaborating with various teams to enhance lending decisions using data-driven insights.

Details

  • Remote within Canada or United States
  • $166,600—$298,800 USD for US employees
  • 7+ years of experience
  • Skills: Python, SQL

The work

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