Senior Statistical Analyst
3 weeks ago
Job Summary
The Senior Statistical Analyst will play a key role in developing a baseline statistical forecast that serves as the starting point for the Category Demand Planner to build a consensus demand plan. This role will manage statistical models, cleanse sales order history, and maintain life cycle data with a goal to maximize statistical forecast accuracy (WFA) and attainment for specified Product Categories, Segmentation Profiles, and/or Regions.
Key Responsibilities
- Manage and cleanse sales order history by identifying known outliers and making model adjustments to improve the accuracy of a statistical model.
- Leverage Life Cycle Management parameters such as end of life skus/dates, linking supersession skus, and new product introductions to build statistical history and drive stat forecast improvements.
- Conduct demand analytics by reviewing statistical outliers, segmentation (ABC/XYZ), and performing WFA and bias reviews to manage by exception.
- Tune statistical models by managing the algorithm assignments to each sku, classify history patterns, and update model parameters.
- Generate a baseline statistical forecast and adjust based on downstream data such as POS, incoming sales orders, and category/customer intelligence.
Requirements
- 3+ years of Supply Chain experience (Forecasting, Demand Planning, Supply Planning, Inventory Management, and Fulfillment).
- 1+ years of statistical modeling and demand systems (APO, IBP, JDA, Logility, etc).
- 2+ years of experience in data acquisition, spreadsheet, or database development and analytics using business intelligence tools such as Power BI.
Education and Training
- Bachelor's degree of Supply Chain Management, Statistics, Mathematics, Business Administration, or equivalent undergraduate degree, with related work experience.
- Training (or equivalent prior experience) with demand planning tools like SAP APO-Demand, SAP IBP Demand, Oracle, or equivalent constrained-based supply planning tools.
- Proficiency with Excel, PowerPoint, and other MS Office applications, and supply chain planning and optimization tools.
Aptitudes
- Ability to understand the dynamics of the business – both commercially and operationally.
- Ability to work with large datasets and develop diagnostic, predictive, and prescriptive analytics models.
- Ability to influence decisions and translate business impact to stakeholders across different organizational functions well beyond the supply chain.
- Ability to collaborate effectively with and manage execution across multiple teams.
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