Earnest

At Earnest, we empower you to take control of your career so you can empower students to take control of their finances.

Data Scientist II

Data ScientistData ScientistFull TimeRemoteTeam 201-500Since 2013H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

70 days ago

Salary

$131K - $164K / year

2 yrs expExperience acceptedEnglishPythonSQL

Job Description

• Conduct experimentation and execute causal inference analyses on pricing, marketing, and conversion models to drive revenue optimization. • Develop Pricing Optimization algorithms to maximize the unit economics of our lending products while driving meaningful growth in our origination businesses. • Develop and maintain predictive ML models to assess potential risks and opportunities across our lending products, contributing to the enhancement of risk and marketing assessment procedures. • Conceptualize, research, and prototype data-driven solutions, effectively communicating their impact to the stakeholders. • Collaborate closely with cross-functional teams and stakeholders to accelerate solution iteration and achieve measurable outcomes. • Build funnel dashboards and perform root cause analysis to monitor and identify user behavioral patterns and areas of opportunity. • Collaborate with data and infrastructure engineers to deploy ML and Pricing pipelines, from data collection through model deployment. This includes automating training and ongoing monitoring utilizing BI tools. • Prepare technical designs and documentation using git and Confluence.

Job Requirements

  • 2+ years of experience in R/Python and SQL
  • 2+ years professional experience in model development and/or data analytics (or Master's degree in Data Science, Operations Research, Industrial Engineering, Economics or a related quantitative field with 1+ years of professional experience in model development and analytics)
  • Expertise in statistical inference.
  • Experience in product analytics and experimental design.
  • Expertise in building classification, regression, and forecasting models and deriving insights from A/B tests.
  • Experience working in a cross-functional environment with teamwork and excellent communication skills.

Benefits

  • Health, Dental, & Vision benefits plus savings plans
  • Mac computers + work-from-home stipend to set up your home office
  • Monthly internet and phone reimbursement
  • Employee Stock Purchase Plan
  • Restricted Stock Units (RSUs)
  • 401(k) plan to help you save for retirement plus a company match
  • Robust tuition reimbursement program
  • $1,000 travel perk on each Earnie-versary to anywhere in the world
  • Competitive days of annual PTO
  • Competitive parental leave

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