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Prosper Funding

Fintech lender offering loans and cards

Data Scientist Senior - Credit Risk Analytics

Data SciencePosted on Nov 10
Full-timeRemote in USARemote

About the Job

Requirements

  • At least 3 years of work experience in fintech, finance, or another high-impact field applying statistical and machine learning predictive techniques; educational experience is taken into consideration.
  • For the senior level, an M.S. with at least 6 years of experience or a PhD with at least 3 years of experience is required.
  • Expert knowledge of a statistical programming language such as Python and database languages such as SQL.
  • Solid understanding of coding best practices and model documentation.
  • Ability to clearly communicate technical subject matter to team members and senior management.
  • Ability to collaborate across functions and develop strong relationships.
  • Ability to work unsupervised in a fast-paced environment and prioritize parallel projects.
  • Ability to work within regulatory guidelines with a focus on reproducible research.

Responsibilities

  • Build machine learning models for managing credit and fraud risks.
  • Use complex data sources, including credit bureau reports and customer-supplied information, at scale to develop credit and fraud strategies, improve credit performance, and optimize risk decisions.
  • Collaborate with engineers to deploy models into a production environment.
  • Propose and execute solutions to problems within business constraints.
  • Use responsible artificial intelligence techniques in accordance with regulatory requirements and lending best practices.
  • Help develop tools and workflow solutions to increase data science productivity.
  • Actively monitor credit risk models in production.
  • Extract value from data to impact key business metrics.
  • Assess the potential usefulness and validity of machine learning algorithms and features through various data sources.
  • Conduct ad hoc analysis related to risk management, investor services, operations, and corporate development.

Desired Qualifications

  • Consumer lending experience in unsecured personal loans or credit cards is a plus.
  • An advanced degree (M.S. or PhD) preferably in statistics, computer science, engineering, physical sciences, economics, or a related technical field.

About the Company

Prosper Funding

Fintech lender offering loans and cards

Prosper Marketplace offers a range of consumer-finance products including personal loans, credit cards, and home equity lines of credit. Personal loans are issued by WebBank, while the Prosper Card is issued by Coastal Community Bank under a Mastercard license, with Prosper acting as the platform that connects customers to these bank-issued products. Customers apply online and receive financing terms determined by partnering banks; the company generates revenue from interest and related fees. Prosper is an equal housing lender, emphasizing fair access to credit. The company differentiates itself through its broad suite of affordable products that span different credit profiles and its partnerships with established banks to deliver card and loan products. Its goal is to improve financial wellbeing by providing accessible, responsibly priced credit options to a wide range of consumers across the credit spectrum.

Company size
501-1,000
Company stage
Debt Financing
Total funding
$551M
Headquarters
San Francisco, CA
Founded
2005

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