Sr. Principal Machine Learning Engineer
Tasks
- Align model outcomes with user and advertiser goals
- Architect real time distributed ML systems
- Build real time prediction services
- Conduct counterfactual analysis
- Design and own end-to-end ML data pipelines
- Develop expected value models for ad performance
- Drive cross functional initiatives for bidding algorithms and optimization
- Drive model deployment frameworks
- Establish experimentation and evaluation frameworks
- Guide ML roadmap and technical direction
- Implement A/B testing
- Lead ML stack design
- Optimize pacing for ad delivery
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Ad Ranking | B testing | Counterfactual analysis | Distributed Systems | Experimentation | Learning systems | Machine Learning | Machine learning systems | Real Time | Real-time Decisioning
Education
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