Senior Data Scientist

Summary

Join Constellation as a Senior Data Scientist to drive the development of innovative data science solutions and shape the future of our platform.

Requirements

• 7+ years of professional experience in a development or data science role
• Proficiency in technologies such as Scikit-learn, PyMC3, Tensorflow and PyTorch
• Experience in MMM, MTA, building churn, survival, or customer lifetime value (CLTV) models tailored to various business requirements
• Ability to perform data analysis and modeling in Python, specifically with Pandas
• Proficient in writing and interpreting SQL, with a solid understanding of docs and warehouse-specific functions
• Experience in database management, including organizing tables and schemas
• Ability to fine-tune LLMs to domain specific use cases
• Ability to write technical documentation
• Excellent communication skills with a strong desire to work within a team environment
• Experience working with AWS services such as Lambda, EC2, Batch, and SageMaker

Responsibilities

• Communicate key finds and models to clients with the mindset to incorporate a feedback loop to further improve the downstream service
• Collaborate with product teams, data analysts, and other data scientists to model data and conceptualize dashboards
• Pair with other developers to read, review, and provide feedback on their work
• Organize, model, and build dashboards that visualize data and insights
• Design and maintain ETL processes
• Recommend new solutions and process to develop and enhance our existing portfolio
• Manage individual project priorities, deadlines, and deliverables
• Maintain and manage code in a Git repository
• Exposure to workflow automation tools and concepts such as Airflow, crons, etc
• Mentor and oversee members of the Data team

Benefits

• Comprehensive Healthcare
• Dental coverage
• Vision coverage
• Flexible PTO
• Hybrid work environment
• Casual in office dress code
• Competitive 401k plan with company match
• Commuter and Parking Benefits
• Paid Family Leave
• UberEats stipend, free snacks and beverages
• Wellness programs