Sr Data Scientist- Promo Optimisation
Tasks
- Build machine learning segmentation and prediction models
- Build optimization models for offer allocation under constraints
- Create scalable data science pipelines for batch and real time scoring
- Deploy and monitor models in production systems
- Design develop deploy improve scalable data science solutions
- Develop simulation frameworks to compare promotion scenarios
- Implement MLOps workflows including monitoring and drift detection
- Mentor junior data scientists and analysts
- Run experimentation and causal inference for incremental impact
- Troubleshoot data pipelines and production model issues
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Automated Training | Batch Scoring | CI/CD | CPLEX | Causal Inference | Constrained optimization | Data Governance | Data Pipelines | Drift Detection | Experiment design | Feature Engineering | Generative AI | Gurobi | Hadoop | Heuristic Optimization | Hive | Integer Programming | Linear Programming | MLOps | Machine Learning | Mixed Integer | Mixed-Integer Programming | Model Monitoring | Model versioning | OR-Tools | Observability | Optimization | Probability | Propensity Modeling | PyTorch | Pyomo | Python | Real Time | Real-time Scoring | SQL | Scikit-learn | Simulation | Statistical modeling | Stochastic Optimization | Stochastic Processes | Supervised Learning | TensorFlow | Unsupervised Learning | Uplift Modeling | XGBoost
Education
Roles
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