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redshift sql python spark mlflowπ Description
- Architect and lead the Marketing Data Science roadmap, including MMM and related engines.
- Set the technical bar for modeling quality, pipelines, and scalability.
- Collaborate with marketing leadership to embed DS into business strategy.
- Mentor data scientists; guide modeling choices and ML Ops practices.
- Develop and standardize MLOps tooling for production deployment and monitoring.
- Research and prototype state-of-the-art marketing models and capabilities.
π― Requirements
- Bachelor's in math, statistics, CS, engineering, or related field.
- 6+ years DS experience; 2+ years as tech lead/mentor.
- 4+ years partnering with Marketing on models (MMM, LTV, MTA).
- Expert in advanced statistics, causal inference, experimental design.
- Proven track record deploying scalable production ML solutions.
- Tech stack: SQL, Python; MLFlow; R; Spark/Redshift.
- Curiosity for AI tools; willingness to learn and apply.
π Benefits
- Mental health, wellness & fitness benefits.
- Career coaching and support.
- Inclusive family building benefits.
- Long-term savings or retirement plans.
- In-office culinary options for dietary needs.
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