Senior Data Scientist
USA-Remote, United States
R
USD 120K-169K (estimate) Senior-level Full Time
Tasks
- Build customer identity resolution
- Build predictive churn and retention models
- Coordinate with ML Ops for productionization
- Create containerized model deployments
- Deliver recommendation and personalization models
- Design cold start strategies
- Develop graph representations for identity relationships
- Develop matching systems for entity matching
- Develop next best action models
- Implement automated testing and monitoring
- Ingest and analyze features from Snowflake and SQL Server
- Own model development and monitoring workflows
- Ship machine learning services in production
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | Amazon RDS | Amazon RDS Postgres | Amazon SageMaker | Anomaly Detection | Apache Airflow | Batch Machine Learning | Cold Start | Containerization | Cross-validation | Deterministic matching | Docker | Embeddings | Entity Resolution | FastAPI | Feature Engineering | Feature Stores | Graph Modeling | Knowledge graphs | Machine Learning | Metaflow | Microsoft SQL | Microsoft SQL Server | Model calibration | Monitoring | Orchestration | Personalization | Podman | Predictive Modeling | Probabilistic matching | Python | RDS-Postgres | Real Time | Real-time Machine Learning | Recommendation Systems | SQL | SQL Server | Scikit-learn | Snowflake | XGBoost
Education
Master of Computer Science | Master of Engineering | Master of Science
Roles
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