Karkidi
Senior Data Scientist - Marketing
Karkidi, San Francisco, California, United States, 94199
Opendoor Marketing Science improves marketing effectiveness of multi-million dollar spend through analytics, experimentation and ML modeling.
Role Responsibilities:
Own maintenance and performance management of Marketing Science ML models that is used to optimize a nine figure marketing budget
Drive direct business impact with executive visibility
Design, test, implement and democratize Marketing Science models (eg MMM, uplift, CLTV)
Partner with Marketing and Analytics Engineering to use ML models for ad delivery optimization
Partner with Marketing and Analytics Engineering to share predictions with publishers (eg Google) for ad delivery optimization
Partner with stakeholder teams to determine business needs
Skills Needed:
BS or MS degree in Statistics, Computer Science, or a related technical field
4+ years working in Data Science
Proven experience using Python to deploy and manage Machine Learning models
Establish and maintain best practices for ML operations
Solid understanding of statistics and applying statistical methods to business problems
Strong SQL skills
Ability to distill complex information into actionable insights / “story telling” ability
Familiarity with software design principles, including test-driven development
Bonus points for being able to drive models into marketing actions and results
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