Grove Collaborative is hiring an Inventory Planner based in Philadelphia, Pennsylvania. The sustainability-focused consumer products company wants someone who can manage replenishment across a high-SKU direct-to-consumer assortment. This is not an entry-level role, and the expectations are specific.
Grove is a certified B Corp known for household and personal care essentials. The company operates two fulfillment centers in a fast-moving eCommerce environment. The person they hire needs to manage complexity at scale, not through effort alone, but through smart use of modern tools.
Why This Role Stands Out
Most inventory planning jobs ask for standard forecasting skills. Grove Collaborative takes a different approach. They want someone who leads with AI-powered planning tools, not someone who uses automation as a backup when spreadsheets fail.
That distinction matters. The company explicitly states they are not looking for someone who treats automation as a supplement. They want a planner who actively pilots new technologies and exercises judgment about when to trust a model and when to override it.
That is a meaningful skill set. It combines technical fluency with critical thinking in a way that fewer candidates can honestly claim.
Technical Skills Required
AI-Powered Demand Forecasting
Grove wants planners who are genuinely enthusiastic about AI-powered forecasting platforms. You need to know how these tools work, not just how to read their outputs. Understanding model inputs, bias patterns, and exception flags is essential.
Platforms like Relex, o9 Solutions, Anaplan, or Blue Yonder fall into this category. Hands-on experience with at least one modern AI-driven planning platform is a strong advantage. Simply using Excel to build replenishment models will not be enough here.
ERP and Planning Systems
The role requires direct ownership of ERP system configurations and supplier replenishment parameters. You need to maintain those settings accurately across an assigned vendor base. Errors in system setup create stockouts or overstock situations fast.
Experience with platforms like NetSuite, SAP, or similar ERP systems used in eCommerce or CPG environments is relevant. The ability to investigate forecast exceptions and improve accuracy over time is a core technical expectation, not a bonus skill.
Data Analysis and Reporting
Strong data analysis skills are non-negotiable. You will evaluate sales forecasts, translate demand signals into purchase decisions, and track inventory turns across a large SKU assortment. Working comfortably with large data sets is a daily requirement.
- Proficiency in Excel or Google Sheets at an advanced level
- Experience with SQL or data visualization tools like Tableau or Looker
- Ability to identify trends, anomalies, and forecast bias in data
- Comfort working with high-velocity SKUs across multiple fulfillment locations
DTC and eCommerce Knowledge
Grove operates a direct-to-consumer eCommerce model. Understanding how DTC inventory dynamics differ from retail or wholesale planning is important. Sell-through rates, return patterns, and promotional spikes behave differently in DTC environments.
Candidates with CPG or eCommerce inventory backgrounds will recognize the pace. Two fulfillment centers adds geographic complexity that requires precise replenishment timing.
Soft Skills That Matter Here
Analytical Judgment
Grove specifically calls out the need for judgment about when to trust the model and when to push back. That is not a soft skill in the traditional sense. It is a form of critical thinking that separates strong planners from average ones.
You need the confidence to override an AI recommendation when the data context justifies it. You also need the discipline to let the model run when manual intervention would introduce more error than it removes. That balance is hard to teach.
Proactive Problem-Solving
This role involves investigating forecast exceptions and driving accuracy improvements over time. Waiting for problems to escalate is not the approach Grove wants. Proactive identification of planning gaps is part of the job description, not a nice-to-have trait.
Strong planners flag risks before they become stockouts. They notice when vendor lead times shift and adjust parameters ahead of the disruption, not after.
Cross-Functional Communication
Inventory planning never happens in isolation. You will work with vendors, operations teams, and likely merchandising or finance stakeholders. Clear, direct communication about inventory risks and decisions keeps everyone aligned.
The ability to explain a complex replenishment decision to someone without a planning background is a skill worth developing. Jargon-heavy updates slow things down. Clarity speeds them up.
Comfort With Ambiguity
Fast-moving eCommerce environments do not offer clean, stable data. Demand spikes, supplier delays, and new product launches create constant variability. Staying effective under ambiguous conditions is something Grove's environment will test regularly.
Planners who need perfect data before making decisions tend to struggle in DTC settings. Comfort with incomplete information, paired with strong risk assessment skills, is a genuine asset here.
Experience Required
Grove is looking for someone who has carried this kind of complexity before. That phrase is meaningful. They want planners who have managed large SKU counts, multiple vendors, and high-velocity products in a real business environment.
Relevant experience typically includes:
- Prior work in inventory planning, demand planning, or supply chain roles within CPG or eCommerce
- Direct experience managing replenishment across a large SKU assortment
- Hands-on use of AI-driven planning platforms in a professional setting
- Familiarity with multi-location fulfillment inventory management
- Vendor relationship management and supplier configuration experience
A background in sustainability-focused or mission-driven companies is not required but could align well with Grove's culture. Their B Corp certification and plastic-neutral commitment reflect values that run through the organization.
How to Build These Skills
Get Hands-On With AI Planning Tools
Several platforms offer free trials or demo environments. Explore tools like Relex, Slim4, or Inventory Planner by Sage to understand how AI-driven replenishment logic works. Reading platform documentation and case studies also builds conceptual fluency fast.
Some platforms publish YouTube tutorials and webinars. Investing a few hours per week in these resources over several months builds genuine familiarity. Employers notice candidates who can speak specifically about platform mechanics.
Strengthen Your Data Skills
Free and low-cost resources exist for SQL, Excel, and data visualization. Platforms like Coursera, DataCamp, and LinkedIn Learning offer structured paths. Focus specifically on courses tied to supply chain analytics or inventory management contexts.
Building a personal project, such as modeling a fictional SKU assortment's replenishment logic in a spreadsheet, gives you something concrete to discuss in interviews.
Study DTC and eCommerce Supply Chain
Reading industry publications like Supply Chain Dive, Modern Retail, and the Council of Supply Chain Management Professionals blog keeps you current. Focus on DTC-specific challenges like last-mile fulfillment timing and promotional demand spikes.
Following Grove Collaborative's public communications also gives insight into how the company thinks about product and operations. Understanding a company's mission before applying always sharpens interview performance.
Seek Out Complex Planning Roles Early
The best preparation for a role like this is hands-on experience managing real complexity. Junior planning roles at CPG or eCommerce companies, even smaller ones, build the intuition that formal training cannot fully replicate. Volunteer to take on additional SKUs, vendors, or system administration tasks whenever possible.
Progression matters. Moving from a narrow planning scope to broader vendor and SKU ownership over time builds exactly the profile Grove describes. Candidates who can point to measurable improvements in forecast accuracy or inventory turns have a strong story to tell.
Interested candidates can apply for the Inventory Planner role at Grove Collaborative here.
