Prosper - Data Scientist, Credit Risk Analytics
Requirements
• 3+ years of work experience in fintech, finance, or other high impact fields applying statistical and machine learning predictive techniques (educational experience taken into consideration). Consumer lending experience in unsecured personal loan or credit card is a plus • Advanced degree (M.S./PhD) preferably in statistics, computer science, engineering, physical sciences, economics, or related technical field • Expert knowledge in one of the statistical programming languages such as Python, and database languages such as SQL • Solid understanding of coding best practices and model documentation • Strong communication skills – ability to clearly and succinctly communicate technical subject matter to other team members and senior management • Strong interpersonal skills – collaborate with people across functions and develop strong relationships • Ability to work unsupervised in fast-paced environment and prioritize among parallel projects • Ability to think within regulatory guidelines with a mindset toward reproducible research • Self-motivated, results-oriented, enthusiastic, and a creative thinker • A connected experience: We prioritize high-touch collaboration and flexibility. Whether you are working from our San Francisco or Phoenix offices or joining us as a fully remote team member, we provide the digital-first tools and intentional culture to keep you synced and supported • Invested in your future: A competitive salary and a 401(k) with a 5% company match to help you build long-term financial security • Holistic well-being: We provide the resources you need to thrive, from flexible time off and paid parental leave to an annual wellness allowance and comprehensive health coverage • Professional & personal growth: Take advantage of a suite of premium perks, including Udemy access, childcare assistance, pet insurance, and a bevy of additional savings through Beneplace • Technical Interview: Deeper dive into coding skills • Team/Virtual Interview: Meet team members for collaborative discussions, problem-solving, or technical exercise • $129,000 - $179,000 a year • Compensation details: The salary for this position is $129,000 - $179,000 annually, plus bonus and generous benefits. In determining your salary, we will consider your location, experience, and other job-related factors. • Accountability at all levels drives results • www.prosper.com • Our Story & Team // Our Blog • Applicants have rights under Federal Employment Laws. • Family & Medical Leave Act (FMLA) • Equal Employment Opportunity (EEO) • Employee Polygraph Protection Act (EPPA) • California applicants: please click here to view our California Consumer Privacy Act (“CCPA”) Notice for Applicants, which describes your rights under the CCPA. • Illinois applicants: please click here to view our Artificial Intelligence Notice for Applicants. • At Prosper, we're looking for people with passion, integrity, and a hunger to learn. We encourage you to apply even if your experience doesn't precisely match the job description. Your unique skill set and diverse perspective will stand out and set you apart from other candidates. Prosper thrives with people who think outside of the box and aren't afraid to challenge the status quo. We invite you to join us on our mission to advance financial well-being. • Prosper is committed to an inclusive and diverse workplace. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, veteran status, or any other status protected under federal, state, or local law, including the San Francisco Fair Chance Ordinance. Prosper will consider for employment qualified applicants who are non-US citizens and will provide green card sponsorship. • All personal loans are made by WebBank. • ¹The Prosper® Card is an unsecured credit card issued by Coastal Community Bank, Member FDIC, pursuant to license by Mastercard® International. • We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Responsibilities
• Prosper is seeking a Data Scientist for the Data Science team under our Credit Risk Analytics vertical. You will become a core contributor with machine learning expertise on the credit risk team and deliver results that directly impact our business. • How you’ll make an impact • Build industry-leading machine learning models for managing credit and fraud risks • Leverage complex data sources (e.g., credit bureau reports, customer-supplied information) at scale to develop credit and fraud strategies to improve the credit performance and optimize risk decisions. • Collaborate with engineers to deploy your models into a production environment • Propose and execute solutions to various problems within business constraints • Use responsible AI technique following regulatory requirements and lending best practices • Help the team with developing tools and workflow solutions to increase data science productivity • Actively monitor the credit risk models in production • Extract the most value out of data to significantly impact our key business metrics • Assess the potential usefulness and validity of machine learning algorithms and features through various data sources • Conduct ad-hoc analysis related to risk management, investor services, operations and corporate development
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