Senior Machine Learning Engineer, Developer Advocacy | Ireland | Remote
Tasks
- Build feature pipelines
- Build recommendation models
- Define recommendation quality metrics
- Deploy and operate recommendation services
- Design longitudinal performance measures
- Design offline and online evaluation
- Develop candidate ranking and sequencing
- Develop next best action recommendations
- Evolve recommendation system
- Integrate instrumentation into recommender system
- Iterate on recommendation models
- Monitor model performance
- Run experiment analysis
- Ship incremental recommender improvements
- Train and serve machine learning models
- Translate product needs into testable hypotheses
- Validate and version models
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Data Pipelines | Data version control | Distributed Systems | Experimentation | Feature Engineering | Feature Pipelines | GRPC | Go | HTTP | Machine Learning | Matching | Model Evaluation | Model Monitoring | Next Best Action | Personalization | Propensity Modeling | Ranking | Recommendation Systems | SaaS Metrics | Search | Streaming | Telemetry data | TypeScript | Version control | Warehouse Scale Data
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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