Staff Data Scientist, Marketing
Tasks
- Architect marketing data science roadmap
- Build media mix modeling and attribution models
- Collaborate with marketing leadership on data strategy
- Design production machine learning models
- Develop spend optimization solutions
- Implement machine learning operations and model deployment
- Lead causal inference and experimental design
- Monitor and maintain models in production
- Prototype emerging marketing analytics methods
- Provide technical mentorship and leadership
Perks/Benefits
- Career coaching and support
- Fitness benefits
- In-office culinary options
- Inclusive family building benefits
- Long term savings and retirement plans
- Mental health and wellness benefits
Skills/Tech-stack
Apache Spark | Causal Inference | Data Pipeline Architecture | Data Processing | Data pipeline | Distributed data | Distributed data processing | Experimental Design | Lifetime Value | MLOps | MLflow | Machine Learning | Marketing Mix | Marketing Mix Modeling | Media mix modeling | Mix Modeling | Multi-Touch Attribution | Multi-touch) | Pipeline architecture | Production Machine Learning | Python | Redshift | SQL | Statistical modeling | Uplift Modeling | User Lifetime Value
Education
Roles
Regions
Countries
States
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