Sr. Principal Machine Learning Engineer
Tasks
- Architect real time distributed ML systems
- Collaborate cross functionally on bidding algorithms pacing and optimization
- Design end to end ML data pipelines
- Develop pacing optimization and real time prediction services
- Drive ML roadmap and ad ranking strategy
- Ensure data cleanliness and freshness for model inputs
- Establish experimentation and evaluation frameworks
- Implement expected value models for performance advertising
- Lead ML stack design and evolution
- Own model architecture infrastructure and deployment
- Perform A B testing and counterfactual analysis
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Ad Ranking | B testing | Counterfactual analysis | Data Pipelines | Distributed Systems | Experimentation | Machine Learning | Model Deployment | Real Time | Real-time Systems | Time Systems
Education
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