Business Forecast Analyst for Ledge Lounger shaping demand plans from data insights. Collaborating cross-functionally to drive consensus forecasting and improve business performance.
Responsibilities
Own and maintain the company demand forecast within ERP and planning systems, ensuring accuracy and data integrity
Lead weekly and monthly demand alignment meetings with Sales and cross-functional stakeholders to drive consensus forecasting
Translate sales inputs, historical data, and market trends into a clear, actionable demand plan
Partner closely with Operations to deliver a unified demand plan that supports supply planning and execution
Analyze forecast performance (MAPE, bias, variance) and continuously improve forecast accuracy and processes
Identify and communicate demand risks and opportunities at the SKU, customer, and channel level
Prepare and present executive-level reporting, including concise summaries of forecast performance, risks, and opportunities
Extract, validate, and analyze data from ERP and BI tools to support insights and business storytelling
Proactively challenge assumptions and drive data-informed decision-making across the business
Requirements
3–6+ years of experience in demand planning, forecasting, or supply chain analytics
Strong analytical skills with experience in forecast accuracy metrics (MAPE, bias, variance)
Advanced Excel skills; experience with ERP (NetSuite preferred) and BI tools (Power BI a plus)
Proven ability to work cross-functionally and influence stakeholders
Strong communication skills with the ability to present data clearly and concisely.
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