02 Sep
|
Artech
|
Bengaluru
Job Description
Job Title: Demand Forecasting Data Scientist
nExperience: 6+ years
nLocation: BENGALURU, India (Full time)
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nIf interested please share me your resume,
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n Job Summary
nWe 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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n Key Responsibilities
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Design, develop, and deploy demand forecasting models using time series, machine learning, and deep learning techniques.n
Build end-to-end forecasting pipelines on Databricks leveraging distributed computing and scalable architectures.n
Apply statistical and ML techniques such as ARIMA/SARIMA, Prophet, XGBoost, Random Forest, LSTM, GRU , TimeGPT and hybrid models.n
Evaluate and improve forecast accuracy using appropriate metrics (MAPE, wMAPE, Bias).n
Contribute to best practices in coding, model governance, documentation, and MLOps workflows.n
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n Required Skills & Qualifications
n Technical Skills
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6 years of experience as a Data Scientist with a strong focus on demand forecasting or supply chain analytics .n
Robust hands-on experience with Python and its associated libraries:n
NumPy, Pandas, SciPyn
scikit-learnn
statsmodelsn
TensorFlow / PyTorch (for DL models)n
Solid experience with Time Series Forecasting techniques and real-world demand planning use cases.n
Hands-on experience with Databricks , including Spark, notebooks, and distributed data processing.n
Practical exposure to Machine Learning and Deep Learning model development and deployment.n
Experience working with large, complex datasets in cloud-based or big data settings.n
Practical understanding of Nixtla library is a plus.n
Experience with MLOps , model monitoring, and CI/CD pipelines.n
n Domain Knowledge
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Strong Supply Chain domain knowledge , especially demand
📌 Forecasting Data Scientist Bengaluru
🏢 Artech
📍 Bengaluru