Leader, Marketing Data Science, Consumer Lending Products
We are seeking a leader for our Marketing Data Science / Analytics team that serves our Consumer Lending businesses. In this role you will work closely with our product marketing leads for Consumer Lending products and media channel owners to measure, test and optimize our marketing performance. You will lead a team of data scientists who are (1) building and updating marketing mix models to inform media spend allocation, (2) building propensity models for direct mail and digital targeting and (3) designing/implementing experiments to measure specific marketing strategies. You will work closely with modelers on the team on machine learning models to drive targeting efficiency for Direct Mail, Addressable TV and Digital.
To be successful in this role, you need to have at least 7+ years of hands-on marketing analytics and modeling experience, preferably in financial services. You need to have experience building direct mail propensity models with proven track record in driving substantial improvements and in delivering top line business impact. You need to have 3+ years of people leadership experience.
Lead a team of data scientists / analysts
Lead development, implementation and continuous improvement of models and strategies
Apply statistical techniques to measure/attribute marketing performance and setup experiment design plans
Lead development and implementation of direct mail/digital/addressable TV test plans, analyze and optimize performance
Identify opportunities to improve marketing efficiency such as incrementality test
Cultivate strong partnerships with Product Marketing, Channel Owners and Lending Business Units. Deliver data driven strategies to influence spend allocation by media channel and within channels. Provide thought leadership and hands-on analysis of media channel economics and profitability
M.B.A. or Master’s or Ph.D. in Computer Science, Statistics, Operations Research, Engineering, Mathematics or a related quantitative field
At least 3 years of people leadership and management experience
7+ years’ of experience in an analytical role (consulting to external clients and/or internal business partners). Preferably 3+ years of experience working in the area of model development in financial services domain
Deep understating of marketing measurement techniques including media mix optimization , multi-touch attribution and testing
Knowledge of machine learning and statistical modeling methods for supervised and unsupervised learning. These methods include (but not limited to) regression analysis, clustering, outlier detection, novelty detection, decision trees, collaborative filtering, nearest neighbors, support vector machines, ensemble methods and boosting, neural networks and deep learning, feature selection, and factorization methods
Programming skills in Python and/or R are a plus
Strong knowledge of databases and related languages/tools such as SQL, NoSQL, Hive, etc
Ability to work in a dynamic, cross-functional environment, with a strong attention to detail
Effective communication skills and ability to explain complex models in simple terms
Strong relationship-building and collaborative skills
At SoFi, you’ll become part of a new kind of finance company based around speed, transparency, and alignment with our members’ interests. Our goal is to be at the center of our members’ financial lives. We created student loan refinancing, addressing the biggest financial challenge of a new generation through a modern approach to lending and personal finance. We expanded into other types of loans, and then into insurance and wealth management with similarly inventive products and soon to be launched SoFi money a modern take on a checking or savings account. As the company has grown, we’ve been able to help more people with these tools. SoFi has achieved significant growth, with ambitious plans ahead, but to continue this growth we need great talent.
Inspiring company mission
Amazing work environment in San Francisco, CA
Competitive compensation, including equity
Generous paid time off
Free lunch and healthy snacks
Subsidized gym membership
Medical, dental and vision insurance
100% of health, vision, and dental premiums paid by SoFi for employees and dependents
401K and commuter benefits
Tuition reimbursement on approved programs, up to $5,250 / year
Monthly contribution to help you pay off your student loans
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
SoFi provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion (including religious dress and grooming practices), sex (including pregnancy, childbirth and related medical conditions, breastfeeding, and conditions related to breastfeeding), gender, gender identity, gender expression, national origin, ancestry, age (40 or over), physical or medical disability, medical condition, marital status, registered domestic partner status, sexual orientation, genetic information, military and/or veteran status, or any other basis prohibited by applicable state or federal law.