Senior Data Scientist, Causal Inference

What You'll Do

• Embed with business stakeholders to identify, test, and implement data science solutions with a particular focus on econometric models, experiments, and frameworks to assess challenging causal problems such as lifetime value or retention.
• Develop a roadmap in collaboration with stakeholders to organize and prioritize initiatives.
• Own full-cycle of machine learning products from ideation and training through deployment into our production environment – including real-time inference – and after-sale service. Obsess over machine learning products, deploying and iterating rapidly when necessary.
• Propose, design, and analyze large-scale online experiments and support business stakeholders with experimental design best practices.
• Become a multiplier for the data science team by sharing work, providing mentorship to junior team members, providing technical feedback, and developing work into shared team tooling.
• Be a thought partner for the business, leverage data insights and strong communication skills to influence company strategy. Develop roadmaps in collaboration with stakeholders to organize and prioritize initiatives.

What You'll Need

• 4+ years of experience in a data science role or equivalent position.
• You have 2+ years of experience in a senior/lead position, leading the execution of end-to-end machine learning solutions for business stakeholders.
• Fluency with Python and packages related to machine learning.
• Comfort with SQL.
• Experience with the full modeling cycle, from scoping and development through deployment, after-sale, and monitoring. Demonstrated delivery of business value in previous roles. 
• Competency with statistics. Knowledge of experimental design and analysis. Previous experience with causal modeling techniques.
• Strong collaboration and communication skills. Ability to tell stories through data and effective visualization. 
• Ability to thrive in, at times, ambiguous and complex environments.
• Desire to champion simple, robust systems and to deploy and iterate as needed.


Preferred Skills & Experience:
• Experience deploying real-time model inference/scoring systems