Senior Machine Learning Engineer, Developer Advocacy | Germany | Remote
Tasks
- Build and operate recommendation models
- Collaborate on instrumentation and experiment analysis
- Communicate modeling choices and results
- Create feature pipelines
- Define recommendation quality metrics
- Design offline and online evaluation
- Develop candidate selection and ranking
- Evolve recommendation system
- Integrate improvements into recommender service
- Monitor model performance
- Partner with engineers to productionize models
- Translate product needs into testable hypotheses
- Version and validate models
Perks/Benefits
- Annual leave policy
- Global team collaboration
- In-person onboarding
- Remote work
- Restricted stock units (RSUs)
Skills/Tech-stack
A/B | A/B Testing | B testing | Contextual Bandits | Customer Data | Data Pipelines | Data Quality | Distributed Systems | Evaluation metrics | Experimentation | Exploration Strategies | Feature Engineering | GRPC | Go | Graph Modeling | HTTP | Machine Learning | Matching | Model Monitoring | Model Serving | Model Training | Next Best Action | Propensity Modeling | Ranking | Recommendation Systems | Search | Sequence Models | Streaming | Telemetry | TypeScript | Warehouse Data
Education
N/A
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