Senior Data Scientist, Inventory 360 (Operations Research)
Tasks
- Apply mixed integer programming models
- Apply simulation for decisioning
- Build decision engines for fulfillment decisions
- Combine machine learning outputs with optimization solvers
- Communicate model performance to technical and nontechnical audiences
- Deploy models to production systems
- Design A B tests for operational models
- Develop assortment planning models
- Develop demand forecasting models
- Ensure model interpretability and auditability
- Implement streaming pipelines for low latency inference
- Integrate machine learning with optimization logic
- Monitor real-time data pipelines
- Optimize inventory allocation
- Optimize price decisions
- Optimize purchase order decisions
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Airflow | Azure | B testing | CICD | Causal Inference | Contextual Bandits | Dynamic Programming | GCP | Graph Algorithms | Graph theory | Integer Programming | Linear Programming | Mixed Integer | Mixed-Integer Programming | PyTorch | Python | Queuing Theory | Reinforcement Learning | SQL | Scikit-learn | Simulation | Spark | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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