Related skills
sql python tensorflow pytorch scikit-learn๐ Description
- Design, build, and test ML models to optimize marketing campaigns and ROI.
- Maintain models for MMM, LTV, lift estimation, and causal inference.
- Analyze large datasets to extract actionable marketing insights.
- Collaborate with teams in the US and India; communicate findings clearly.
- Champion data-driven decision making and scientific rigor.
- Stay up-to-date on ML and marketing analytics to spot opportunities.
๐ฏ Requirements
- Bachelor's or Master's in CS, Engineering, or related field.
- 2+ years ML experience and strong software engineering.
- Python with TensorFlow, PyTorch, XGBoost, Scikit-Learn.
- SQL and data manipulation skills.
- MMM, LTV, lift estimation, geo lift tests, and causal inference a plus.
- ML cloud platforms: AWS SageMaker, Databricks, Vertex AI.
๐ Benefits
- Healthcare, internet and cell phone reimbursement.
- Learning and development stipend.
- Potential travel to Palo Alto HQ.
- Salary determined by role, level, and location.
- Hybrid, flexible work culture.
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