Senior Machine Learning Engineer, Developer Advocacy | UK | Remote
Tasks
- Build deploy and operate recommendation models
- Build feature pipelines
- Collaborate with software engineers and product analytics on measurement and data quality
- Communicate modeling choices tradeoffs and results
- Create offline online and longitudinal evaluation measures
- Define recommendation quality metrics
- Design and run A/B experiments
- Develop validate version monitor and iterate on models
- Establish instrumentation and monitoring
- Evolve recommendation system
- Integrate model improvements into production recommender service
- Monitor model and architecture
- Ship incremental improvements to recommender
- Translate product needs into testable hypotheses
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Contextual Bandits | Data Quality | Data version control | Distributed Systems | Experimentation | Exploration Strategies | Feature Engineering | Feature Pipelines | GRPC | Go | HTTP | Machine Learning | Matching | Model Monitoring | Model Serving | Model Training | Next Best Action | Personalization | Propensity Modeling | Ranking | Recommendation Systems | Search | Streaming | Telemetry | TypeScript | Version control
Education
N/A
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