Staff Machine Learning Manager
Tasks
- Architect production machine learning systems
- Build ML roadmap
- Build audience segmentation and lookalike modeling
- Build bid optimization and spend pacing algorithms
- Create multi touch attribution models
- Design incrementality testing frameworks
- Develop cross channel budget allocation models
- Develop performance forecasting models
- Implement anomaly detection for campaign metrics
- Lead ML team hiring and mentoring
- Optimize marketing spend using real time signals
- Predict creative performance and creative fatigue
Perks/Benefits
Skills/Tech-stack
Anomaly Detection | Attribution Modeling | Auction theory | Audience Segmentation | Bid optimization | Budget allocation | Causal Inference | Deep learning | Incrementality testing | Lookalike modeling | Machine Learning | Marketplace Machine Learning | Optimization Algorithms | ROAS) | Recommender Systems | Reinforcement Learning | Series forecasting | Spend Pacing | Time Series | Time Series Forecasting
Education
N/A
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