Senior Analyst - Collections Analytics

2 hours, 5 minutes ago
Full-time
Senior
Data Science and Analytics
Prosper

Prosper

Prosper is an online marketplace lending platform that connects borrowers with lenders, offering personal loans, credit cards, and home equity options. With a focus on financial education, Prosper helps individuals manage their finances and achieve pea...

Banks
251-1K
Founded 2005
$490M raised

Description

  • Conduct analysis and deliver insights to optimize end-to-end collection and recovery strategies using data, machine learning models, and advanced analytics tools.
  • Analyze portfolio performance at a granular segment level on an ongoing basis.
  • Identify trends and perform root-cause analysis to isolate key performance drivers.
  • Communicate findings and recommendations to stakeholders across Collections, Recoveries, and the broader Prosper organization.
  • Design and evaluate A/B tests, including assessment of risk-return trade-offs.
  • Partner with Operations, Risk, Product, Marketing, and Engineering to implement strategies and monitor performance.
  • Develop and test new data, analytics approaches, and models to improve strategy effectiveness.
  • Perform 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 with 5+ years of relevant experience, or a Master’s degree in one of those areas with 3+ years of 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.
  • Strong proficiency in SQL.
  • Knowledge of R, Python, Tableau, Looker, and Knowledge Seeker is a plus.
  • Strong communication skills with the ability to explain technical topics clearly and succinctly to team members and senior management.
  • Knowledge and experience with segmentation, statistical procedures, and financial analytic tools.
  • Curious, self-starter, and comfortable working in ambiguity.
  • Ability to work in a fast-paced environment and meet deadlines without sacrificing quality.

Benefits

  • Flexible time off.
  • Comprehensive health coverage.
  • Competitive salary of $107,000 to $160,000 annually, plus bonus.
  • Paid parental leave.
  • Remote work within the United States.
  • Udemy access.
  • Childcare assistance, pet insurance discounts, legal assistance, and additional discounts through Perkspot.
  • Other wellness benefits.

Interested in this position?

Apply directly on the company website

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