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Prosper · 1 month ago

Senior Analyst - Collections Analytics

United States

Full-time

Remote

Senior Level

$104K/yr - $160K/yr

5+ years exp

Prosper is a leading fintech company focused on advancing financial well-being. The Senior Analyst in Collections Analytics will leverage advanced analytics tools and techniques to develop strategies for improving collections effectiveness and customer experience.

Professional Training & Coaching

Responsibilities

Conduct analysis and deliver analytical insights to enable and optimize the end-to-end collection and recovery strategies by using data, machine learning models and advanced analytics tools

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 key stakeholders within Collections and Recoveries as well as across the broader Prosper community

Bring innovative/out of the box thinking to make recommendations and to approach and solve problems

Design A/B tests and understand the risk-return trade-offs

Partner with Operations, Risk, Product, Marketing and Engineering teams to implement strategies and monitor strategy performance

Continue to innovate by testing new data, analytics approaches and models

Conduct ad-hoc analysis related to risk management, investor services, product, and operations

Qualification

Machine learningSQLStatistical modelsData analysisFinancial analyticsCuriosityCommunication skillsProblem-solvingSelf-starterOwnership

Required

Bachelor's degree in business, Statistics, Mathematics, Computer Science, Engineering or Economics and 5+ years relevant experience OR a Master's degree in above areas with 3+ years relevant experience

Strong analytical and problem-solving skills

Experience using machine learning and statistical models to develop strategies

Must have strong proficiency in SQL

Strong communication skills – ability to communicate technical subject matter clearly and succinctly to other team members and Senior Management team

Knowledge and experience of segmentation, statistical procedures, and financial analytic tools are required

Curious to ask questions, probe into reasons and challenge the status quo

Self-starter and comfortable dealing with ambiguity

Strong ownership and motivation to drive business results

Ability to work in a fast-paced environment and meet deadlines without sacrificing quality