Sr. Collections Analyst
United States
Prosper
Personal loans up to $50,000, credit cards, and HELOC solutions online through Prosper. Check your rate without affecting your credit score.Problems You Will Solve
- 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 driver.
- 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.
- 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
About You
- 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.
- Experience in collections, marketing or credit risk management in 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.
- 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.
What We Offer
- 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
- Wellness benefits including access to mental health resources, virtual HIIT and yoga workouts
- A bevy of other perks including Udemy access, childcare assistance, pet insurance discounts, legal assistance, and additional discounts
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: A/B testing Agile Computer Science Credit risk Economics Engineering Looker Machine Learning Mathematics ML models Python R SQL Statistics Tableau Testing
Perks/benefits: Career development Competitive pay Flex vacation Health care Parental leave Wellness Yoga
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