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Upstart

Runs an AI lending marketplace for consumers

Senior Applied Scientist

Applied Machine LearningPosted on Nov 11
Full-time

About the Job

Requirements

  • A bachelor's degree in Computer Science, Engineering, Mathematics, Statistics, or a related field, or equivalent practical experience.
  • Three years of experience developing and evaluating machine learning models or applying statistical methods to production-oriented problems.
  • Experience developing machine learning solutions using Python and established machine learning frameworks.
  • Experience designing and evaluating experiments using statistical methods and quantitative performance metrics.
  • Experience implementing, deploying, or maintaining machine learning models in production environments.

Responsibilities

  • Lead end-to-end development of machine learning models, from problem formulation and experimentation through deployment and performance evaluation.
  • Design and evaluate advanced modeling approaches to improve predictive accuracy, robustness, and operational effectiveness.
  • Identify opportunities to improve existing models through feature development, experimentation, and rigorous statistical analysis.
  • Partner with engineering, product, and business stakeholders to translate complex requirements into measurable machine learning objectives.
  • Guide technical decisions, review scientific methodologies, and share expertise to improve the quality and effectiveness of the team's work.

Desired Qualifications

  • An advanced degree, ideally a PhD, in mathematics, applied mathematics, statistics, physics, econometrics, operations research, computer science, or a related quantitative field.
  • Knowledge of advanced machine learning methods, including ensemble learning, deep learning, or probabilistic modeling.
  • Ability to evaluate tradeoffs among model performance, interpretability, reliability, and computational efficiency.
  • Experience with large-scale data processing or distributed machine learning systems.
  • Skills in communicating complex scientific findings and recommendations across technical and business teams.

About the Company

Upstart

Runs an AI lending marketplace for consumers

Upstart runs an online lending marketplace where banks and credit unions use its AI models to decide which consumers get loans and at what rates. In 2017, it received the first no-action letter issued by the Consumer Financial Protection Bureau, a statement that the regulator had no plans to act against its AI lending model. Borrowers apply through Upstart or a partner lender's website for personal loans, auto loans, home equity lines of credit, and Cash Line, a revolving line of credit. Lenders pay Upstart fees for referring and approving borrowers and for collecting payments, while partner lenders and investment funds put up most of the money lent. Upstart was founded in 2012 and is based in Burlingame, California.

Company size
1,001-5,000
Company stage
IPO
Headquarters
Burlingame, CA
Founded
2012

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