Senior Machine Learning Engineer, Developer Advocacy | Ireland | Remote
Tasks
- Build deploy and operate recommendation models
- Collaborate on metric definitions instrumentation data quality and dashboards
- Create feature pipelines and monitor model performance
- Define recommendation quality and success measures
- Design and analyze experiments
- Design offline online and longitudinal evaluation metrics
- Develop validate version and monitor models
- Evolve recommendation system
- Own real time recommendation service
- Productionize models and integrate into recommender service
- Ship incremental recommender improvements
- Translate ambiguous needs into testable hypotheses
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Contextual Bandits | Data Pipelines | Directed graphs | Distributed Systems | Experimentation | Feature Engineering | GRPC | Go | HTTP | Knowledge graphs | Machine Learning | Matching | Model Evaluation | Model Monitoring | Model Serving | Next Best Action | Online Learning | Personalization | Propensity Modeling | Ranking | Recommendation Systems | Search | Sequence Models | Streaming | TypeScript | Version control
Education
N/A
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