Staff, Data Scientist
(USA) Ol Roy Building AR Bentonville Home Office, United States
USD 110K-286K Senior-level Full Time
Tasks
- Build causal impact models for market share movement
- Deploy ML systems on Databricks using PySpark Delta MLflow Unity Catalog
- Design build deploy monitor embedding based classification models for hierarchy classification
- Develop GMV distribution normalization and projection models
- Establish MLOps foundations with CI CD monitoring drift and retraining
- Own end to end ML lifecycle including evaluation deployment monitoring incident response
Perks/Benefits
- 401k
- Company discounts
- Education benefit program
- Life insurance
- Long-term disability
- Medical, dental, and vision insurance
- Paid time off
- Parental leave
- Short-term disability
- Stock purchase
Skills/Tech-stack
ANN Retrieval | Airflow | Bayesian Structural Time Series | BigQuery | CI/CD | CausalImpact | Cloud Run | Composer | Containerization | Databricks Jobs | Databricks Model Serving | Delta Lake | Difference-in-differences | Drift Detection | Feature management | GCS | Infrastructure as Code | LightGBM | MLflow | Model Monitoring | Model Serving | Propensity score | PySpark | PyTorch | Python | SQL | Structural Time Series | Synthetic control | TensorFlow | Time Series | Transformer | Unity Catalog | Uplift Modeling | Vector embeddings | Vertex AI | XGBoost | “as-code”
Education
N/A
Roles
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