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The primary function of the Data Scientist is to transform manufacturing and enterprise data into predictive and prescriptive insights that enhance efficiency, quality, and strategic decision-making. This role focuses on data exploration, hypothesis testing, and model experimentation, applying statistical methods, machine learning, deep learning, and emerging AI approaches including generative and agentic AI to drive continuous improvement across operation.
PRINCIPAL DUTIES
1. Collect, clean, and prepare large datasets from manufacturing systems, enterprise platforms, and external sources to ensure quality and consistency.
2. Perform exploratory data analysis, hypothesis testing, and statistical modeling to identify trends, correlations, and opportunities for improvement.
3. Develop predictive and prescriptive models using machine learning, deep learning, and advanced statistical approaches.
4. Apply feature engineering, dimen...