職缺描述
Responsibilities: • Perform data analysis, data processing, and feature engineering for business forecasting and modeling use cases. • Design, build, and maintain predictive models for demand forecasting, financial forecasting, or pricing analysis. • Develop analytical models to support business decisions such as demand planning, profitability analysis, and pricing strategy. • Conduct model evaluation, scenario simulation, and sensitivity analysis to support management decision-making. • Develop data pipelines and analytical workflows using Python and SQL. • Collaborate with business, finance, sales, and operations teams to define model assumptions and ensure practical usage. • Integrate models and analytical results into reports, systems, or automated workflows. • Continuously improve model accuracy, stability, and maintainability. Requirements： • Strong data analysis and quantitative modeling skills. • Proficiency in Python and SQL for data processing and model development. • Solid understanding of at least one of the following domains: demand forecasting, financial modeling, or pricing analysis. • Ability to translate business questions into analytical or modeling solutions. • Experience with predictive modeling, forecasting, or statistical analysis. • Experience with machine learning or model deployment practices. • Experience with system integration, automated reporting, or data pipelines is a plus.
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