Related skills
sql python tensorflow pytorch scikit-learn๐ Description
- Design, build, and test ML models for marketing ROI.
- Optimize MMM, LTV, lift estimation, and causal inference.
- Analyze large datasets to inform marketing decisions.
- Collaborate with US and India teams; present findings.
- Champion rigorous, data-driven decisions.
- Stay current with ML in marketing.
๐ฏ Requirements
- Bachelor's or Master's in CS, Engineering, or related field.
- 3+ years ML experience and strong software skills.
- Familiar with digital marketing concepts; MMM, LTV, uplift, causal inference a plus.
- ML/stat techniques: tree models, deep learning, A/B testing.
- Python skills; TensorFlow, PyTorch, XGBoost, Scikit-Learn.
- Hands-on SQL and data manipulation.
- Experience with ML cloud platforms: AWS Sagemaker, Databricks, Vertex AI.
- Strong analytical skills to measure impact.
- Strong communication and collaboration skills.
- Passion for learning and ML trends.
๐ Benefits
- Healthcare benefits.
- Internet/cell phone reimbursement.
- Learning and development stipend.
- Potential travel to Palo Alto HQ.
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