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Prosper Marketplace logo
Prosper Marketplace

Providing affordable financial solutions to consumers across the credit spectrum.

Collections Analytics Manager

Data AnalystData AnalystOtherRemoteSeniorTeam 501-1,000Since 2005H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

150 days ago

Salary

$132K - $194K / year

Seniority

Senior

Bachelor Degree6 yrs expEnglishPythonSQLTableau

Job Description

Collections Analytics Manager

Prosper Marketplace

• Lead reporting and advanced analytics to support collection and recovery strategies and operations for both personal loan and credit card products. • Conduct analysis and deliver analytical insights to enable and optimize the end-to-end collection and recovery strategies and deliver strong credit performance. • Lead the development of loss forecasting models. Continuously evaluate and improve forecasting methodologies by incorporating industry best practices to drive accuracy and efficiency. • Collaborate with Credit Risk, Marketing, Product, Engineering and other cross-functional teams to implement strategies and monitor strategy performance. • Analyze portfolio performance at a granular segment level on an ongoing basis. Identify trends and conduct root-cause analysis to isolate key performance drivers. • Communicate findings and recommendations to Collection and Recovery strategy and operations management and broader Prosper community. • Bring innovative/out of the box thinking to make recommendations and to approaching/solving problems. • Design A/B tests and understand the risk-return trade-offs. • Continue to innovate by testing new data, analytics approaches and models. • Conduct ad-hoc analysis related to risk management, investor services, product, and operations

Job Requirements

  • Bachelor's degree in Business, Statistics, Mathematics, Computer Science, Engineering or Economics and 6+ years relevant experience OR a Master's degree in above areas with 4+ years relevant experience.
  • Experience in collections, marketing or credit risk management in the consumer lending industry is a plus.
  • Strong analytical and problem-solving skills.
  • Experience using machine learning and statistical models to develop strategies.
  • Must have strong proficiency in SQL. Knowledge of R, Python, Tableau, Looker and Knowledge Seeker will be a plus.
  • Knowledge and experience of segmentation, statistical procedures, and financial analytic tools are required.
  • Strong ownership and motivation to drive business results.
  • Curious to ask questions, probe into reasons and challenge the status quo.
  • Demonstrated ability to work in a fast-paced environment and meet deadlines without sacrificing quality.
  • Experience to mentor and lead a team, including management, development, recruiting and review.
  • Strong organizational and project management skills

Benefits

  • The opportunity to collaborate with a team of creative, fun, and driven colleagues on products that have an immediate and significant impact on people's lives
  • The opportunity to work in a fast-paced environment with experienced industry leaders
  • Flexible time off, comprehensive health coverage, competitive salary, paid parental leave, and other wellness benefits
  • A bevy of other perks including Udemy access, childcare assistance, pet insurance discounts, legal assistance, and additional discounts through Perkspot
  • The ability to work remotely in the United States

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