Merchandise Demand Planner

We need to output HTML fragment with sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. Must not repeat job title as heading. No Job ID. Remove boilerplate (EEO, legal, etc). Must preserve all substantive info. We need to parse the posting. Let's extract sections. First paragraph: "The Demand Planner is responsible for developing and maintaining accurate demand forecasts to support sales, inventory, and customer service objectives. This individual contributor partners cross-functionally translate data, trends, and business inputs into actionable demand plans that drive business performance. The role operates in a professional office or remote environment with frequent virtual meetings and cross-functional collaboration." That's about the role. Could be "About the role". We'll put that in

About the role

then

...

. Next: "What You’ll Bring To Bob’s At Bob’s Discount Furniture, we value the unique skills and experiences that each candidate brings. Success in this role is driven by a combination of technical expertise, problem-solving abilities, behavioral and leadership skills, and customer focus. If you thrive in a dynamic environment and enjoy leveraging your skills to make an impact, this is the perfect opportunity for you!" That's maybe "Responsibilities"? Actually it's more about what you bring. Could be "Responsibilities" or "Key Skills". But we have a later "Key Skills For Success". So we can treat "What You’ll Bring To Bob’s" as maybe "Responsibilities"? But it's more about candidate attributes. Might fit under "Requirements" or "Qualifications". However we have "Minimum Qualifications" later. So we can put this as part of "About the role" maybe? But we already used that. Could create a section "What You’ll Bring" but not in allowed headings. Allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we need to map content to those. "Key Skills For Success" is clearly Skills. "Who We Are" maybe About the role? Could be part of About the role. "How We Will Support Your Success" includes Benefits & Perks. So Benefits section. "Our Culture & Core Values" maybe About the role or maybe not needed. "Minimum Qualifications" is Qualifications. "Physical Demands" maybe part of Requirements? Could be under Requirements. "Expected Base Pay" is Pay. We need to include Schedule if present: Not explicitly given. There's mention "full-time position; occasional extended hours may be required". That's schedule info. So we can include Schedule section with that. We must not include sections with filler like "commensurate with experience". Not present. We must not repeat job title. We must not include EEO boilerplate etc. Remove duplicated lines. We need to preserve all substantive info. Let's extract substantive content. Let's list content blocks: 1. About the role / overview: - The Demand Planner is responsible for developing and maintaining accurate demand forecasts to support sales, inventory, and customer service objectives. - This individual contributor partners cross-functionally translate data, trends, and business inputs into actionable demand plans that drive business performance. - The role operates in a professional office or remote environment with frequent virtual meetings and cross-functional collaboration. 2. What You’ll Bring To Bob’s (maybe part of Responsibilities or Qualifications): - At Bob’s Discount Furniture, we value the unique skills and experiences that each candidate brings. - Success in this role is driven by a combination of technical expertise, problem-solving abilities, behavioral and leadership skills, and customer focus. - If you thrive in a dynamic environment and enjoy leveraging your skills to make an impact, this is the perfect opportunity for you! But this is more about candidate attributes; could be placed under "Requirements" or "Qualifications". However we have separate Minimum Qualifications later. This is more about "What you'll bring". Could be considered part of "Responsibilities"? Not exactly. Maybe we treat as "Responsibilities" (what you'll do). But it's about what you bring. Hmm. Better to put that under "Requirements" as desired candidate traits. But we also have "Minimum Qualifications" which is more formal education/experience. So we can split: Requirements = soft skills/behavioral traits; Qualifications = education/experience. Thus: Requirements: - Technical expertise - Problem-solving abilities - Behavioral and leadership skills - Customer focus - Thrive in dynamic environment - Enjoy leveraging skills to make impact But we need to preserve exact phrasing? We should not invent or summarize away detail. We can keep sentences. We could keep as a paragraph: "At Bob’s Discount Furniture, we value the unique skills and experiences that each candidate brings. Success in this role is driven by a combination of technical expertise, problem-solving abilities, behavioral and leadership skills, and customer focus. If you thrive in a dynamic environment and enjoy leveraging your skills to make an impact, this is the perfect opportunity for you!" That's fine. 3. Key Skills For Success (Skills): List bullet points: Core Competencies & Expertise - Demand Forecasting: Develop and maintain top-down and bottom-up demand forecasts across weekly, monthly, and seasonal horizons. - Data Analysis & Insights: Analyze historical sales, trends, demand drivers, and category, SKU, and regional performance to identify risks and opportunities. - Reforecasting & Forecast Accuracy: Perform in-season reforecasting, monitor forecast accuracy, and conduct root-cause analysis on forecast variances. - Inventory & Financial Alignment: Support alignment of demand forecasts with sales, margin, inventory, open-to-buy, and financial targets; identify over/under-bought risks and recommend corrective actions. - Cross-Functional Planning: Partner with Merchandising, Sales, Marketing, Supply Chain, Inventory, and Finance to gather inputs and communicate forecast updates, risks, and opportunities. - Product & Assortment Planning: Incorporate product launches and lifecycle changes into forecasts; support assortment planning, product performance analysis, and test strategies. - Planning Systems & Reporting: Utilize demand planning systems, ERP platforms, Microsoft Excel, and BI tools to generate reporting and actionable insights. - Process Improvement: Maintain data integrity and support continuous improvement of demand planning and S&OP/demand review processes. Preferred Competencies & Skills - Experience in a retail, omnichannel, or consumer goods environment - Familiarity with S&OP / Integrated Business Planning processes - Experience with Power BI, ERP systems, or demand planning tools - Strong business acumen and understanding of cross-functional impacts on demand and inventory We need to output as

• for any list of duties/requirements/benefits. So we can combine these into a list under Skills. We could separate into two sublists? But we just need a list. Could combine all bullet points. 4. Who We Are (maybe About the role). Could be included in About the role section as extra paragraph. 5. How We Will Support Your Success (Benefits & Perks): - Competitive Medical, Dental, and Vision Insurance - Generous paid time off, including vacation, personal days, sick leave, holidays, and your birthday! - 401(k) Profit Sharing Plan with a generous company match - Pet Insurance and employer-paid Life Insurance options - Professional Development: Tuition reimbursement, on-demand learning, and career progression pathways - Employee Discount starting on Day 1, plus exclusive partner discounts - And so much more! We need to keep as list. 6. Our Culture & Core Values: maybe not needed as separate heading; could be part of About the role or omitted. Since we have limited headings, we could incorporate into About the role. But we must not create sections with filler. If we include About the role, we can add that paragraph. 7. Minimum Qualifications (Qualifications): - Bachelor’s degree in Supply Chain, Business, Finance, or a related field - 3–5+ years of experience in demand planning, forecasting, or inventory planning - Experience working with forecasting tools, data analysis, and reporting - Advanced proficiency in Microsoft Excel - Strong analytical and quantitative skills with the ability to analyze large data sets and generate actionable insights - Strong communication, collaboration, organizational, and prioritization skills - Ability to manage multiple priorities and meet deadlines - Detail-oriented approach to planning and analysis 8. Physical Demands (maybe Requirements or separate? Could be under Requirements as additional). Since we have Requirements already used for soft skills, we could add physical demands under Requirements as another list item or paragraph. But we must not create a section unless we have real content. We could add a paragraph under Requirements about physical demands. But we already used Requirements for soft skills; we can extend it. Alternatively, we could treat Physical Demands as part of Requirements. 9. Expected Base Pay (Pay): - Expected Base Pay Not Including Potential Commissions, Incentive, Bonus, etc. Opportunities: $72,000 - $90,000 We need to keep that exactly. 10. Schedule: Not explicit but we have "This is a full-time position; occasional extended hours may be required to meet business needs, and limited travel may be expected." That's schedule info. Thus Schedule section: full-time, occasional extended hours, limited travel. Now we need to remove boilerplate: EEO statements, duplicated lines, contact info, etc. Also remove "If you would like to contact us regarding the accessibility of our website..." etc. Also remove duplicate EEO lines. Also remove "Diversity is a Core Value at Bob’s" maybe part of culture but we can keep as part of About the role? It's substantive but maybe we can include in About the role. We must not include navigation/legal/EEO/equal-opportunity/scam-warning boilerplate. So we will omit those paragraphs. Now construct HTML. We'll have sections:

  About the role

  ... (overview + Who we are + Culture maybe)

  Responsibilities

  But we didn't have a explicit responsibilities list; we have "What You’ll Bring To Bob’s" which is more about candidate attributes. Could treat as Responsibilities? Actually responsibilities are what the role does; we already covered in overview. The "What You’ll Bring" is about candidate. Could be under Requirements. So maybe we don't need Responsibilities section if we don't have explicit responsibilities list beyond overview. But we could put overview under About the role and not have Responsibilities. The instruction: "Prefer a few substantive sections over many thin ones." So we can skip Responsibilities if not distinct. We have Requirements (soft skills + physical demands). Qualifications (education/experience). Skills (key skills). Benefits. Pay. Schedule. Thus sections: About the role, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Check each has content. About the role: combine overview, Who we are, Culture & Core Values maybe. Let's draft About the role paragraph: "The Demand Planner is responsible for developing and maintaining accurate demand forecasts to support sales, inventory, and customer service objectives. This individual contributor partners cross-functionally to translate data, trends, and business inputs into actionable demand plans that drive business performance. The role operates in a professional office or remote environment with frequent virtual meetings and cross-functional collaboration. At Bob’s, we have fun, we love what we do, and we’re growing fast! As one of the leading omni-channel furniture retailers in the country with over 200 stores, we’re committed to creating a workplace that values skills-based hiring, diverse perspectives, and an inclusive culture where everyone can thrive. Our core values—Honesty, Integrity, Transparency, Community, Safety, Diversity, Accountability, and Fun—guide everything we do. We’re not just a workplace; we’re a team that supports and celebrates each other!" That seems good. Requirements: combine "What You’ll Bring To Bob’s" plus Physical Demands. Paragraph: "At Bob’s Discount Furniture, we value the unique skills and experiences that each candidate brings. Success in this role is driven by a combination of technical expertise, problem-solving abilities, behavioral and leadership skills