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

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

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills

loss forecasting modelsforecasting methodologiesA/B testingmachine learningstatistical modelsSQLRPythonTableauLooker

Soft skills

analytical skillsproblem-solving skillsownershipmotivationcuriosityleadershiporganizational skillsproject management skillscommunication skillsinnovative thinking