Opportunity Description
What you will do
- Develop and scale client-specific Marketing Mix Modeling (MMM) models using Meridian or Robin rather than a single monolithic model;
- Build pragmatic baseline models to handle noisy marketing data and thin data tiers for new clients;
- Treat ML training as an operations problem by utilizing AWS tools to train and deploy models;
- Collaborate with internal MLOps teams to define the foundational infrastructure for deploying machine learning models to production.
Must haves
- 5+ years of commercial data science experience with a proven track record of operating autonomously;
- Experience building and maintaining machine learning models, including choosing the approach, shaping the data, diagnosing problems, and iterating;
- Demonstrated experience with Bayesian frameworks such as PyMC or Stan , or Marketing Mix Modeling (MMM) t...
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