Bob's Discount Furniture

Senior Analyst, Assortment

Bob's Discount Furniture$80K — $100K *
Retail & Consumer Goods
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Business, Finance, Economics, Analytics, Statistics, or a related field
  • 4-7 years of analytical experience in retail merchandising, planning, or analytics
  • Advanced Excel skills for modeling and data handling
  • Proficiency in SQL for data sourcing and validation
  • Ability to work independently in ambiguous situations
  • Strong communication skills for presenting analysis to senior leadership
  • Experience mentoring junior analysts

Responsibilities

  • Own and improve SKU and category assortment productivity reporting
  • Lead rationalization analysis and present recommendations to leadership
  • Build and maintain models for depth and breadth of item investment
  • Conduct market analysis to identify assortment gaps and opportunities
  • Define standards and review juniors' analytical work for accuracy
  • Build and maintain pre- and post-launch performance scorecards
  • Collaborate with Demand Planning to increase forecast accuracy

Benefits

  • Exposure to Merchant and Planning leadership
  • Clear path toward Manager-level roles in merchandise planning or analytics
  • Opportunity to develop junior analysts
  • Work in a dynamic and analytical environment
  • Direct influence over strategic assortment decisions
Full Job Description
The Senior Assortment Analyst owns the analytical framework behind assortment planning, productivity measurement, and new item performance. This role sets the SKU-level methodology the business plans against and delivers the recommendations that shape what we carry, how deep we buy, and when we exit.

Working within the Merchandise Planning & Analytics organization, the Senior Analyst designs and owns assortment productivity reporting, leads rationalization analysis end to end, and owns the analytical model behind new product introduction forecasting and post-launch scorecarding. The role also sets analytical standards for the team and provides technical guidance to less experienced analysts.

This is a senior individual contributor role with direct influence over assortment decisions, regular exposure to Merchant and Planning leadership, and a clear path toward Manager-level roles in merchandise planning or analytics.

Key Responsibilities

Assortment Analytics
  • Own assortment productivity reporting: design, own, and continuously improve SKU and category-level reporting covering velocity, sell-through, margin contribution, and inventory productivity; establish the definitions and data lineage the organization plans against
  • Lead rationalization analysis: own the analytical case for tail SKU exit, consolidation, and transition; quantify the sales, margin, and productivity impact and present recommendations directly to Merchant and Planning leadership
  • Own depth and breadth methodology: build and maintain the models that determine how deeply the business invests in individual items and programs, including price point coverage and good-better-best architecture
  • Size the whitespace opportunity: lead market, consumer, and competitive analysis that identifies assortment gaps, quantifies the opportunity, and informs line review strategy
  • Set analytical standards: define the methodology, assumptions, and QA standards used across assortment analytics, and review the work of junior analysts for accuracy and rigor

New Item & Program Performance
  • Own launch scorecards: build and own pre- and post-launch performance scorecards; diagnose forecast variance and translate the findings into forward-looking assumptions
  • Own transition analytics: lead item transition and end-of-life analysis to ensure clean exits, protected margin, and minimal residual inventory exposure
  • Improve forecast accuracy: partner with Demand Planning to refine new item forecast methodology using post-launch performance and read-and-react learning


Reporting & Partnership
  • Deliver executive-ready analytics: produce assortment reporting on an established cadence and translate it into a clear point of view for senior leadership, not just a set of numbers
  • Advise Merchants and Planners: act as the analytical partner of record for assigned categories, shaping the question as often as answering it and challenging assumptions where the data warrants
  • Lead complex ad hoc analysis: scope, structure, and deliver the ambiguous, high-stakes analysis behind in-season decisions and line review preparation
  • Build scalable tooling: automate recurring analysis and move the team toward self-service reporting so analytical capacity shifts from production to interpretation


Success Metrics

In the first 12 months, the Senior Analyst, Assortment Planning will be evaluated on:
  • Analytical Ownership: Assortment productivity reporting owned end to end, delivered accurately and on cadence, and adopted as the standing input to line reviews
  • Rationalization Impact: Rationalization analysis led through at least one full cycle, with quantified and realized productivity improvement
  • Influence: Recognized by Merchant and Planning leadership as a trusted advisor whose analysis changes decisions
  • Capability Building: Demonstrable improvement in the automation and consistency of assortment reporting, and evidence of developing junior analysts


Qualifications:

Required:
  • Bachelor's degree in Business, Finance, Economics, Analytics, Statistics, or a related field
  • 4-7 years of analytical experience, with demonstrated depth in retail merchandising, planning, or analytics
  • Advanced Excel skills, including multi-variable modeling, large dataset handling, and building tools other people rely on
  • Proficiency in SQL, including the ability to independently source, join, and validate data across systems
  • Demonstrated ability to work independently in ambiguous situations and structure analysis without direction
  • Strong communication and storytelling skills, with experience presenting analysis and recommendations to senior leadership
  • Experience mentoring analysts or reviewing analytical work for quality


Preferred:
  • Proficiency in Power BI, Tableau, or comparable visualization tools, including dashboard design
  • Furniture, home, or big-ticket retail experience
  • Hands-on experience with assortment planning or demand planning systems (e.g., Logility, o9, Blue Yonder)
  • Exposure to Python, R, or comparable tooling for advanced analysis


Expected Base Pay Not Including Potential Commissions, Incentive, Bonus, etc. Opportunities:
$80,000 - $100,000

About Bob's Discount Furniture

Bob's Discount Furniture is a privately held furniture retailer headquartered in Manchester, Connecticut. Bob's Discount Furniture was founded in 1991 with its first store in Newington, Connecticut and is ranked 12th in sales among United States furniture stores according to Furniture Today's list of Top 100 Furniture Stores. As of February 2021, the company has 140 stores in 22 states, primarily in the Northeast, Mid-Atlantic, Midwest, and West Coast.
Learn more about Bob's Discount Furniture
Size
4,000 employees
Industry

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