DEMAND & FORECAST PLANNING MANAGER

We need to output HTML fragment with sections only if content exists. Use

for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. The posting includes job summary, responsibilities, qualifications, skills, benefits, pay, schedule? It includes salary range, work hours, location, job type, education. We need to map. We must not repeat job title as heading. We can include About the role (job summary). Responsibilities section. Requirements maybe combine qualifications? The instruction: Use headings for sections e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We need to decide which sections to include based on content. We have: - Job Summary: description. - Responsibilities: detailed bullet points. - Qualifications: Experience, Education, Software & Tech Skills, Core Competencies. - Skills: list of many keywords (maybe redundant). Could treat as Skills section. - Benefits: mention benefits package. - Pay: salary range. - Schedule: work hours (9am to 5pm). - Location etc could be in About the role or a short p. We must not include boilerplate like EEO, application instructions, etc. We must preserve all substantive info. Not invent or summarize away detail. Must not create sections with placeholder text. We need to output only HTML fragment, no html/body tags, no markdown fences. We'll produce something like:

About the role

... job summary ...

Location: Loris, South Carolina

Job type: Permanent

Education: Bachelor's Degree

But we must not repeat job title. That's fine. Responsibilities:

Responsibilities

• ... each bullet ...

Qualifications: maybe split into Experience, Education, Software & Tech Skills, Core Competencies. Could combine under Qualifications heading with subpoints? The instruction says use headings for sections; we can have Qualifications heading and then list items. Skills: maybe separate. Benefits:

Benefits

• medical, prescription, dental, vision, AD&D, and life insurance offerings, short-term disability, and a 401K plan (all benefits are based on eligibility)

Pay:

Pay

Salary: $70,000 - $100,000 per year

Schedule:

Schedule

Work hours: 9am to 5pm

We must ensure we don't include filler like "commensurate with experience". Not present. We need to preserve all substantive info: include details like managing team of 4 Demand Planners and one Senior Demand Planner, overseeing end-to-end monthly forecasting cycle, PO generation, stocking level strategies, linking Sales, Marketing, Procurement, Warehouse Operations, etc. Also include CPFR leadership, KPI tracking, etc. Include details under Responsibilities bullet points. Qualifications: Experience: 5-7 years dedicated Demand Planning, Forecasting, or Supply Chain Planning experience. 3-5 years direct management/supervisory experience leading a team of planners. Education: Bachelor's Degree in Supply Chain Management, Business Administration, Operations, Data Analytics, or equivalent professional experience. Software & Tech Skills: StockIQ experience strongly preferred. ERP/MRP Systems: Strong experience integrating demand plans with ERP platforms (NetSuite Experience Highly Preferred). Advanced MS Excel: Expert proficiency in spreadsheets, pivot tables, data modeling, and reporting. Core Competencies: Deep mastery of Statistical Forecasting methodologies and MRP principles. Outstanding communication, presentation, and consensus-building skills across executive leadership, Sales, Marketing, and Operations. Proven analytical, problem-solving, and organizational skills in a fast-paced environment. Skills: The list of keywords seems redundant; maybe we can omit Skills section if it's just a repeat. But we need to preserve all substantive info; the skills list is basically same as qualifications. Could combine under Qualifications. However instruction: Prefer a few substantive sections over many thin ones. So maybe we combine Skills into Qualifications or omit separate Skills section. But we need to include Skills heading only if posting has real, specific content for it. The posting includes a "Skills" line with many keywords; that is substantive albeit repetitive. Could include as Skills section with

• ... each keyword? That would be huge and maybe not needed. Better to treat as part of Qualifications. The instruction says we can use headings for sections like Skills; but we can decide not to include Skills if we think it's redundant. However we must preserve ALL substantive information; if we omit Skills heading, we might lose those keywords. But they are already covered in Qualifications (Software & Tech Skills, Core Competencies). The Skills list includes many of those same terms. It's likely safe to omit separate Skills section and keep them within Qualifications. Thus sections: About the role, Responsibilities, Qualifications, Benefits, Pay, Schedule. We need to ensure we don't include headings with empty content. Now craft HTML. We'll need to escape any HTML special characters? Not needed. We'll produce:

  About the role

  The Demand & Forecast Planning Manager is a high-visibility leadership role responsible for maintaining the accuracy and integrity of the company's master demand plan and translating that plan into optimal purchasing and inventory fulfillment decisions. Managing a team of four Demand Planners and one Senior Demand Planner, this role oversees the end-to-end monthly forecasting cycle, purchase order (PO) generation, and stocking level strategies across assigned product lines. The Manager serves as the primary consensus builder linking Sales, Marketing, Procurement, and Warehouse Operations.

  Location: Loris, South Carolina

  Job type: Permanent

  Education: Bachelor's Degree

  But we already have Education in Qualifications; maybe we shouldn't duplicate. Better to keep location and job type in About the role, and education in Qualifications. Thus About the role paragraph includes summary only; location and job type as separate p. Now Responsibilities: list each bullet. We need to capture all bullet points from responsibilities: - Monthly Process Ownership: Own the end-to-end monthly demand forecasting cycle for assigned product portfolios, ensuring rigorous data integrity and timely submission of the final consensus forecast. - Short & Long-Term Forecasting: Oversee short-term (1-3 month) and long-term (12-24 month) demand models, integrating market intelligence, POS trends, promotional campaigns, and New Product Introductions (NPIs). - CPFR Leadership: Facilitate scheduled customer Collaborative Planning, Forecasting, and Replenishment (CPFR) reviews with key commercial partners. - KPI Performance Tracking: Establish, monitor, and report key performance metrics including Forecast Accuracy, Forecast Bias, Order Fill Rates, and Inventory Turns. - Direct Management: Directly manage, coach, and mentor a team of 4 Demand Planners and 1 Sr. Demand Planner, fostering professional growth and high team performance. - Workload Allocation: Assign and balance forecasting workloads across product categories, sales channels, and geographical distribution nodes. - Methodology & System Training: Identify training needs and guide planners in leveraging advanced statistical forecasting models and software system capabilities. - Purchase Order (PO) Generation: Oversee the translation of the finalized demand plan into actionable purchase orders, ensuring alignment with vendor lead times, MOQs, and supplier agreements. - Inventory Health & ES&O; Control: Partner with Supply Planning and Finance to establish optimal safety stock levels and min/max targets while driving actions to minimize Excess, Slow-Moving, and Obsolete (ES&O;) inventory. - Supplier Performance & Expediting: Monitor supplier On-Time In-Full (OTIF) delivery metrics. Evaluate inventory timing and provide cost-benefit shipment expediting recommendations (Air vs. Ocean freight) to executive leadership. We need to preserve the exact wording, including punctuation. Now Qualifications: We'll break into subpoints maybe as
  • ... each bullet
  but we can also use

  for prose. The instruction: Use

  • for any list of duties/requirements/benefits, and

    for prose. So qualifications is a list of requirements; we should use

    • . So each qualification item as
    • . Items: - Experience: 5-7 years of dedicated Demand Planning, Forecasting, or Supply Chain Planning experience. 3-5 years of direct management/supervisory experience leading a team of planners. - Education: Bachelor's Degree in Supply Chain Management, Business Administration, Operations, Data Analytics, or equivalent professional experience. - Software & Tech Skills: StockIQ Experience: Working knowledge or direct experience with StockIQ demand planning software is strongly preferred. ERP/MRP Systems: Strong experience integrating demand plans with ERP platforms (NetSuite Experience Highly Preferred). Advanced MS Excel: Expert proficiency in spreadsheets, pivot tables, data modeling, and reporting. - Core Competencies: Deep mastery of Statistical Forecasting methodologies and MRP principles. Outstanding communication, presentation, and consensus-building skills across executive leadership, Sales, Marketing, and Operations. Proven analytical, problem-solving, and organizational skills in a fast-paced environment. We could split each bullet into multiple
    • but it's okay to have longer
    • containing multiple sentences. Now Benefits: The posting says: "In addition, Randstad Digital offers a comprehensive benefits package, including: medical, prescription, dental, vision, AD&D, and life insurance offerings, short-term disability, and a 401K plan (all benefits are based on eligibility)." We'll put that as
      • medical, prescription, dental, vision, AD&D, and life insurance offerings, short-term disability, and a 401K plan (all benefits are based on eligibility)
      Pay: salary range: $70,000 - 100,000 per year. We'll put

      Salary: $70,000 - $100,000 per year

      Schedule: work hours: 9am to 5pm.

      Work hours: 9am to 5pm

      We should not include job ID etc. Now ensure we don't include any boilerplate like EEO, accommodation statement, etc. Now produce final HTML fragment. Check for any missing substantive info: The job summary also mentions "DMA Industries, LLC - Built On Passion Page 2 - CPFR Leadership". That seems like a weird line maybe from a PDF header; it's not substantive. We can ignore as boilerplate? It's part of the job summary but seems like a footer. Might be considered boilerplate; but it's not clearly boilerplate like EEO. However it's likely a stray text from the PDF. The instruction: Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines. This line "DMA Industries, LLC - Built On Passion Page 2 - CPFR Leadership" looks like a header/footer from a document; it's not substantive about the role. Safer to remove it. We'll omit. Also we need to preserve "location: Loris, South Carolina" etc. We included location. We also need to preserve "job type: Permanent". We included. We also need to preserve "salary: $70,000 - 100,000 per year". We included. We also need to preserve "work hours: 9am to 5pm". We included. We also need to preserve "education: Bachelors". We included education in Qualifications. Now check for any other substantive info: The responsibilities also mention "DMA Industries, LLC - Built On Passion Page 2 - CPFR Leadership" but we removed. Also there is a line "