17 Sep
|
Artech
|
Bengaluru
Job Description
Job Title: Demand Forecasting Data Scientist
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Experience: 6+ years
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Location: BENGALURU, India (Full time)
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If interested please share me your resume,
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Job Summary
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We are seeking an experienced Demand Forecasting Data Scientist with robust expertise in time series forecasting, machine learning, and supply chain analytics. The ideal candidate will have hands-on experience working with Databricks and Python
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Key Responsibilities
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Design, develop, and deploy demand forecasting models using time series, machine learning, and deep learning techniques.
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Build end-to-end forecasting pipelines on Databricks leveraging distributed computing and scalable architectures.
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Apply statistical and ML techniques such as ARIMA/SARIMA, Prophet, XGBoost, Random Forest, LSTM, GRU, TimeGPT and hybrid models.
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Evaluate and improve forecast accuracy using appropriate metrics (MAPE, wMAPE, Bias).
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Contribute to best practices in coding, model governance, documentation, and MLOps workflows.
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Required Skills & Qualifications
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Technical Skills
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6 years of experience as a Data Scientist with a robust focus on demand forecasting or supply chain analytics.
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Robust hands-on experience with Python and its associated libraries:
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Num Py, Pandas, Sci Py
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scikit-learn
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statsmodels
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Tensor Flow / PyTorch (for DL models)
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Solid experience with Time Series Forecasting techniques and real-world demand planning use cases.
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Hands-on experience with Databricks, including Spark, notebooks, and distributed data processing.
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Practical exposure to Machine Learning and Deep Learning model development and deployment.
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Experience working with large, complex datasets in cloud-based or big data environments.
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Practical understanding of Nixtla library is a plus.
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Experience with MLOps, model monitoring, and CI/CD pipelines.
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Domain Knowledge
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Strong Supply Chain domain knowledge, especially demand forecasting, inventory planning, and sales forecasting.
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Understanding of forecast lifecycle, demand variability, and business constraints.
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📌 Forecasting Data Scientist Bengaluru
🏢 Artech
📍 Bengaluru