Senior Data Scientist

Requirements

• Master’s degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, Engineering (any), Computational Data Science, or related field
• 1 year of experience in an analytics related field
• Experience fitting and fine-tuning supervised and unsupervised machine learning models using Python
• Experience using Pyspark to preprocess large-scale data, identify trends, patterns, and outliers, and build distributed models
• Experience using SQL to extract, transform, and load data, and extract business-relevant insights
• Experience designing and developing interactive dashboards to drive business action using Tableau and Looker
• Experience architecting and productionalizing end-to-end machine learning systems on AWS, GCP, and Azure/Cloud that can scale and are fault tolerant
• Experience reviewing the latest research to design cutting edge machine learning systems
• Experience designing efficient relational databases to store and run efficient queries for large-scale analytics
• Experience writing modularized, instrumented, tested, and well-documented code and maintaining it on Git to allow for collaboration
• Experience defining KPIs, designing A/B tests, and leading offline and online evaluations to measure and optimize model effectiveness
• Experience partnering with Product, Engineering, UX, and Business teams to align machine learning initiatives with strategic goals
• Experience working with Machine Learning Operations (MLOps) and Engineering teams to deploy and maintain scalable Machine Learning (ML) solutions that power real-time experiences

Benefits

• Health benefits include medical, vision and dental coverage
• Financial benefits include 401(k), stock purchase and company-paid life insurance
• Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty and voting
• Short-term and long-term disability
• Education assistance with 100% company paid college degrees
• Company discounts
• Military service pay
• Adoption expense reimbursement