Product Manager; Associate Director; Forecasting

Position: Product Manager (Associate Director) - Forecasting
About Blue Apron Want to build a food system that’s better for everyone? That’s our vision at Blue Apron, with the help of each of our home chefs. With each fast-and-easy meal kit served and each pre-made meal enjoyed, we’re investing in what matters most—our communities and the meals they share.

Blue Apron, part of Wonder, delivers incredible home cooking experiences to customers nationwide. Through fresh, pre-portioned ingredients and easy-to-follow recipes, we make cooking at home simple, accessible, and joyful—no subscription necessary. At Blue Apron, we’re reshaping the food industry, combining culinary excellence, innovation, and convenience to meet customers wherever they are.

Blue Apron is constantly evolving and growing to best serve our home chefs. Join us and work with a team of industry pioneers across technology, culinary, and logistics, coming together to make every mealtime memorable.

About the Opportunity Blue Apron is looking for a high-impact Product Manager (Associate Director) to own and scale the demand forecasting and ordering processes for our customer SKUs. This forecast directly drives production orders with our manufacturing partner and has significant impact on customer experience and financial  this role, you will define strategy, improve our forecasting models and data foundations, guide engineering/DS development, and continuously enhance the accuracy, stability, and downstream impact of our forecast.

Your work will materially influence customer fill rates, waste reduction, and overall P&L performance.

The Impact You Will Make Map and diagnose the current forecasting process:
Build deep understanding of existing models, inputs, constraints, and operational workflows – identify strengths and priority opportunities

Define and operationalize performance metrics:
Establish forecast & ordering performance metrics – tying back to in-stock availability, customer fill rates, and waste reduction

Analyze performance:
Evaluate forecast accuracy across SKU groups (e.g. regular staples vs. cold-start products) to identify high-impact focus areas

Establish a simple baseline:
Implement a naïve benchmark to quantify our forecast performance (“how much value are we adding”?) and track improvements

Set strategy for forecast and ordering enhancements:
Develop and maintain a product roadmap that links data investments, model improvements, and operational outcomes

Guide Engineering/DS team:
Prioritize features, data pipelines, and model upgrades (e.g. capturing & reflecting unconstrained demand, adjusting forecasts for promotional lift, improving cold start logic for new items, etc.)Understand customer assignment:
Ensure forecast logic aligns with how SKUs are offered to customers (via Blue Apron’s “assignment” model), enabling accurate prediction of future demand

Drive cross-functional execution:
Partner closely with analytics, marketing, and operations to deliver roadmap milestones & improve business KPIsOwn the feature development lifecycle:
From ideation and feature definition through prioritization, testing, and impact measurement

Communicate impact & insights:
Present forecast performance, operational results, and business implications clearly to stakeholders (including ops leadership)
What You Bring to the Table Minimum 7 years of professional experience in Product Management, Supply Chain, or Operations, with practical experience in forecasting & replenishment (food/perishables strongly preferred)
Strong product skillset – ability to operate independently in a complex, technical domain

Hands-on analytical capability and a deep inquisitive nature – you’re comfortable diving into datasets, understanding model behavior, and diagnosing issues

Must have Strong SQL and self-serve…