Senior Machine Learning Engineer - Ranking
Tasks
- Advance offline and online evaluation alignment
- Build feature and signals pipelines
- Build observability for machine learning systems
- Build offline online feature pipelines
- Collaborate cross functionally to ship solutions
- Design and run large scale A B testing
- Design ranking systems
- Handle model uncertainty and calibration
- Implement robust monitoring for signals
- Improve ranking systems through experimentation
- Incorporate content understanding signals
- Manage model drift
- Translate goals into metrics
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | CI/CD | Data Drift | Distributed Systems | Experimentation | Feature Engineering | Feature Stores | Large Scale Data | Large-scale | Latency optimization | Machine Learning | Metrics design | Model calibration | Monitoring | Observability | Offline/Online Evaluation | Online evaluation | Optimization | Python | Ranking | Recommendation Systems | Statistics | Variance reduction
Education
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