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Manager - Data Science

Manager - Data Science

Promaynaov Advisory Services Pvt LtdBangalore
6 days ago
Job description

Please find below job details :

Role : Manager - Data Science

Experience : 6 to 10 years

Location : Gurgaon / Bangalore

Mode : Hybrid

Job Description :

  • Develop and automate data pipelines using Python for ingestion, cleansing, and transformation of supply chain data
  • Design predictive analytics models in Python (e.g., demand forecasting, inventory optimization) using libraries such as pandas, scikit-learn, stats models, and Prophet
  • Implement anomaly detection models to flag irregularities in procurement costs, delivery timelines, and inventory movements.
  • Develop end-to-end ETL workflows for integrating data from SAP, SQL databases, and Excel-based trackers.
  • Use Python for simulation of what-if scenarios in logistics, supply planning
  • Hyper Parameter tuning to enhance the performance of models
  • Design A / B tests and apply causal inference techniques for business impact analysis
  • Strong in statistics and probability : hypothesis testing, confidence intervals, and bootstrapping
  • Work with cloud platforms (AWS, GCP, Azure) and tools such as S3, Databricks
  • Create interactive visualizations and dashboards using Plotly, Seaborn, and Power BI for communicating insights.

Functional :

  • Process know-how of supply chain planning and Logistics operations
  • Build and deploy statistical and machine learning models (ARIMA, XGBoost, Prophet) for demand forecasting, supply planning and Logistics optimization
  • Hands-on experience with Pyomo, PuLP, OR-Tools, and heuristics for scheduling, routing, and load optimization
  • Build scenarios to analyze how varying key inputs like number of trucks, DCs and Dealers etc. influence the performance of entire network
  • Create interactive dashboards using Power BI and Python for tracking logistics KPIs and operational metrics
  • Present data led cases / scenarios and model outputs to leadership for decision support and implementation readiness
  • (ref : hirist.tech)

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    Manager Data Science • Bangalore

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