Senior/Lead Data Scientist - Demand Forecasting
Bangalore Office, India
INR 2700K-4500K (estimate) Senior-level Full Time
Tasks
- Apply machine learning techniques to business problems
- Build demand forecasting models
- Call web services for real time integration
- Collaborate with clients and data engineers to deliver projects
- Develop simulation and stochastic models
- Evaluate forecast accuracy using business metrics
- Generate new forecasting and bias metrics
- Integrate models with external systems
- Optimize demand sensing models
- Perform anomaly detection
- Tune statistical forecasting parameters
Perks/Benefits
- N/A
Skills/Tech-stack
ARIMA | Anomaly Detection | Bias | Clustering | Demand Planning | Distributed Computing | ETL | Ensemble learning | Exponential Smoothing | Feature Engineering | Forecast accuracy | Genetic Algorithms | Gurobi | Hadoop | Heuristic Optimization | Hive | Keras | Linear Programming | MAPE | Machine Learning | Market Intelligence | Neural Networks | Prophet | PyTorch | Python | R | Regression | SQL | Series forecasting | Simulation | Spark | Statistical modeling | Stochastic models | Supply Chain | Supply Chain Analytics | Supply planning | TensorFlow | Time Series | Time Series Forecasting
Education
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist | Senior Data Scientist
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