Remote Lead Data Scientist

Summary

Join the Data Science & Analytics team at Facet as a Lead Data Scientist to push the limits of analytics and predictive capabilities through research, experimentation, and data modeling techniques.

Requirements

• 6+ years of experience in a data science or machine learning role
• Experience with business efficiency metrics, such as: Customer Acquisition Cost (CAC), Revenue Acquisition Cost (RAC), Retention, Margin, Annual Recurring Revenue (ARR), Lifetime Value (LTV), and Engagement
• Experience with at least one dashboarding tool, such as: Tableau, Power BI, Looker, Google Data Studio, Streamlit, Dash, etc
• Proficiency with Python
• Proficiency with SQL
• Knowledge of machine learning algorithms and statistical techniques for predictive modeling, such as: Regression, Classification, Clustering, Time Series Analysis, and Optimization
• Proficiency with end-to-end pipelines
• Expert knowledge in model evaluation metrics
• Experience pulling data from various third party systems and APIs
• Proficiency with version control
• Proven ability to work both independently and as part of a team
• Proficiency with visualization in python
• Familiar with best practices in secure data handling and customer data privacy

Responsibilities

• Exposing Insights: Produce analysis reports and diagnostic models to discover hidden relationships and patterns between our data and metrics of interest
• Evaluate & Produce Quality: Ensure code is free from errors, bias, and easy to understand
• Data Engineering: Gather, clean, and preprocess data from various sources, ensuring accuracy and consistency. Perform feature engineering to generate new variables or transform existing ones
• Predictive Modeling: Develop, validate, and deploy predictive models using machine learning algorithms and statistical techniques
• Generative Modeling: Use a combination of open source and paid technologies to produce abstractions & novel features for other applications
• Continuous Improvement: Keep abreast of the latest developments in data science, machine learning, and reporting technologies, while incorporating them into your work when appropriate

Benefits

• $170,000 - $195,000 base salary + bonus determined by the experience, knowledge, skills, and abilities of the applicant
• Equity
• Unlimited PTO
• All the benefits: medical, dental, and vision insurance, 401(k) with employer match, short and long term disability coverage (paid by Facet), life insurance options and paid parental leave
• Certification reimbursement program
• Work from anywhere in the US