Data Scientist

August 24

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Multi-lender Marketplace • Student Loans • Student Loan Refinancing • Private Student Loans • Credit Cards

201 - 500

Description

• Drive the long-term statistical modeling and machine learning vision • Conduct analyses to develop and improve product recommendation systems • Develop lead scoring models and methodologies to predict Lifetime Value • Design, prototype, and implement models across several domains • Partner with engineers to deploy and consume data science models • Work with product and marketing managers to turn insights into automated services

Requirements

• BA/BS in Mathematics, Statistics, or Computer Science required • 3+ years experience in developing, testing, and deploying optimized predictive models • Advanced statistical modeling skillset • Advanced SQL querying, data mining, and data cleansing skillset • Deep knowledge of supervised and unsupervised machine learning algorithms • Advanced knowledge of experiment design • Experience with Seldon-core or other MLOps tool is preferred • Hands-on experience with cloud infrastructure tools • Advanced visualization/reporting and presentation experience • Version Control Experience (GitHub) • Familiarity with ML deployment infrastructure • Excellent strategic project planning skillset • Excellent communication skills (written and verbal) • Experience at an e-commerce or fintech company a plus

Benefits

• Eligible for an annual discretionary bonus • Medical/dental/vision insurance • 401(k) plan • Paid time off • Other benefits in accordance with applicable plan documents