Data Scientist II
Earnest
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteSalary
💰 $131,000 - $164,000 per year
Job Level
JuniorMid-Level
Tech Stack
PythonSQL
About the role
- 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.
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
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
RPythonSQLmachine learningstatistical inferencemodel developmentdata analyticsclassification modelsregression modelsforecasting models
Soft skills
teamworkcommunicationcollaborationproblem-solvingstakeholder engagementanalytical thinkingcreativityadaptabilityattention to detailcritical thinking
Certifications
Master's degree in Data ScienceMaster's degree in Operations ResearchMaster's degree in Industrial EngineeringMaster's degree in Economics