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.
The following information provides an overview of the skills, qualities, and qualifications needed for this role.Role Responsibilities:Own maintenance and performance management of Marketing Science ML models that is used to optimize a nine figure marketing budgetDrive direct business impact with executive visibilityDesign, test, implement and democratize Marketing Science models (eg MMM, uplift, CLTV)Partner with Marketing and Analytics Engineering to use ML models for ad delivery optimizationPartner with Marketing and Analytics Engineering to share predictions with publishers (eg Google) for ad delivery optimizationPartner with stakeholder teams to determine business needsSkills Needed:BS or MS degree in Statistics, Computer Science, or a related technical field4+ years working in Data ScienceProven experience using Python to deploy and manage Machine Learning modelsEstablish and maintain best practices for ML operationsSolid understanding of statistics and applying statistical methods to business problemsStrong SQL skillsAbility to distill complex information into actionable insights / “story telling” abilityFamiliarity with software design principles, including test-driven developmentBonus points for being able to drive models into marketing actions and results
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The following information provides an overview of the skills, qualities, and qualifications needed for this role.Role Responsibilities:Own maintenance and performance management of Marketing Science ML models that is used to optimize a nine figure marketing budgetDrive direct business impact with executive visibilityDesign, test, implement and democratize Marketing Science models (eg MMM, uplift, CLTV)Partner with Marketing and Analytics Engineering to use ML models for ad delivery optimizationPartner with Marketing and Analytics Engineering to share predictions with publishers (eg Google) for ad delivery optimizationPartner with stakeholder teams to determine business needsSkills Needed:BS or MS degree in Statistics, Computer Science, or a related technical field4+ years working in Data ScienceProven experience using Python to deploy and manage Machine Learning modelsEstablish and maintain best practices for ML operationsSolid understanding of statistics and applying statistical methods to business problemsStrong SQL skillsAbility to distill complex information into actionable insights / “story telling” abilityFamiliarity with software design principles, including test-driven developmentBonus points for being able to drive models into marketing actions and results
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