Research Scientist - ML Fairness & Explainability

Upstart
United States, US
Remote
Job Description
Upstart is seeking a Research Scientist to join their Machine Learning team, focused on fairness and explainability of lending models. The role involves research and implementation of industry-leading methodologies for explaining complex machine learning models, assessing their fairness, and mitigating potential disparities. This position is critical for maintaining compliance, ensuring robustness, and building trust with lending partners.

Requirements

  • Strong academic credentials with a master's degree in a quantitative field (statistics, math, economics, physics, computer science, etc.)
  • Full-stack expertise in modeling and production
  • Experience with ML explainability or fairness (preferred)
  • Understanding of building and applying good technical solutions
  • Strong communication and collaboration skills

Benefits

  • Competitive Compensation
  • Comprehensive medical, dental, and vision coverage
  • 401(k) with matching contribution
  • Employee Stock Purchase Plan
  • Life and disability insurance
  • Generous paid time off
  • Parental leave
  • Family care support
  • Military leave
  • Wellness program
  • Tech & ergonomic reimbursement
  • Social events
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