Data Scientist

Summary

Join our Business Intelligence and Analytics team as a seasoned Data Scientist to lead the growth of our company's Data Science and Machine Learning capabilities across several facets of our business.

Requirements

• BA/BS in Mathematics, Statistics, or Computer Science required
• Masters Degree in a quantitative or scientific discipline strongly desired
• 3+ years experience in developing, testing, and deploying optimized predictive models (preferably to inform in-product recommendation systems and automated customer re-targeting efforts)
• Advanced statistical modeling skillset (Python, R, etc)
• Advanced SQL querying, data mining, and data cleansing skillset
• Deep knowledge of supervised and unsupervised machine learning algorithms (neural networks, decision trees, etc)
• Advanced knowledge of experiment design
• Experience with Seldon-core or other MLOps tool is preferred
• Hands-on experience with cloud infrastructure tools (EC2, S3, Redshift, Snowflake, containers)
• Advanced visualization/reporting and presentation experience
• Version Control Experience (GitHub)
• Familiarity with ML deployment infrastructure (ETL, tools, new products in the space)
• Excellent strategic project planning skillset
• Excellent communication skills (written and verbal)

Responsibilities

• Drive the long-term statistical modeling and machine learning vision of the company
• Conduct analyses to develop and improve our product recommendation and user classification systems
• Develop lead scoring models and methodologies to predict Lifetime Value
• Design, prototype, and implement models across several domains
• Manage each part of a project’s life cycle, including ad-hoc exploration, preparation of training data, model development, and production deployment

Benefits

• Medical/dental/vision insurance
• 401(k) plan
• Paid time off