Senior S&OP Planner, AWS S&OP Team

We need to output HTML fragment with sections: h3 headings for sections present. Must not repeat job title. Must not include Job ID etc. Must preserve all substantive info, remove boilerplate (EEO, etc). Must include sections only if posting has real specific content. We need to parse the description. Key parts: - Intro description about AWS Infrastructure Services (multiple paragraphs). That's prose. - "The Senior S&OP Planner leads the AIS Demand & S&OP team inside the CDSA (Capacity Delivery, Supportability & Analytics) organization. You will own the 0-2 year server-material Demand Plan of Record (POR) as well as transition plan for assigned server platforms. Your charter is to keep demand, supply, and financial plans in lock-step while building the automation and mechanisms that let AWS scale its GenAI and Core infrastructure faster, cheaper, and more sustainably. Success requires exceptional judgment, a builder’s mindset, and the ability to influence at all levels—from front-line planners to VP- and SVP-level business owners." - "Key job responsibilities" then bullet list. - "About The Team" then subheadings: "About AWS", "Diverse Experiences", "Why AWS?", "Inclusive Team Culture", "Mentorship & Career Growth", "Work/Life Balance". Those are sections with content. - "Basic Qualifications" list. - "Preferred Qualifications" list. - Salary range: "USA, WA, Seattle - 148,700.00 - 201,200.00 USD annually". Also mention sign-on payments and RSUs, benefits description. So we have Pay and Benefits sections. - No explicit schedule. We need to decide sections: About the role (maybe intro), Responsibilities, Requirements (maybe combine Basic and Preferred?), Qualifications (maybe separate Basic and Preferred?), Skills (maybe not explicit), Benefits, Pay. We must not create sections with filler. Must include only if content. We have content for: - About the role: The introductory paragraphs describing role, mission, etc. Could be under "About the role". Or we could combine with "Responsibilities". But we have a separate "Key job responsibilities" list. So we can have "About the role" (intro) and "Responsibilities" (list). Also "Qualifications" could have Basic and Preferred sub-sections? The instruction: use h3 for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can have Qualifications heading and inside we can have Basic Qualifications and Preferred Qualifications as maybe

or

. But they said use
• for any list of duties/requirements/benefits. So for qualifications we can have two lists under Qualifications heading? Could also separate Basic and Preferred as separate headings? But they gave example headings; we can choose to use Qualifications heading and then inside we can have two
  lists with maybe headings inside? Not allowed to add extra headings beyond h3? Not prohibited but better to keep simple: Under Qualifications we can have two
  lists, each preceded by a

  describing Basic vs Preferred. That's acceptable. - Skills: Not explicitly listed; maybe we can omit Skills section. - Benefits: we have description of benefits (health insurance, 401k, PTO, parental leave). Also mention sign-on payments and RSUs. So we can have Benefits section. - Pay: we have salary range. So Pay section. - Schedule: not present, omit. - Requirements: maybe we can combine Basic Qualifications as Requirements? But they have separate headings Requirements and Qualifications. Could treat Requirements as Basic Qualifications and Qualifications as Preferred? But they said use headings e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can map Basic Qualifications to Requirements, Preferred Qualifications to Qualifications. That seems logical. Thus sections: - About the role (intro paragraphs) - Responsibilities (list) - Requirements (Basic Qualifications list) - Qualifications (Preferred Qualifications list) - Benefits (list) - Pay (salary range) We must not repeat job title. Must not include Job ID etc. Must remove boilerplate: EEO, accommodation link, etc. Also remove "About AWS Diverse Experiences" etc? Actually those are under About The Team; we need to decide if we include them. The instruction: "Prefer a few substantive sections over many thin ones." The About The Team subsections may be considered thin; but they contain substantive content about culture, benefits, etc. However we already have Benefits and Pay sections; the About The Team content includes "About AWS", "Diverse Experiences", "Why AWS?", "Inclusive Team Culture", "Mentorship & Career Growth", "Work/Life Balance". This is basically corporate culture description. Could be considered part of Benefits? Not exactly. But we could incorporate into a "About the team" section? Not in allowed headings. Could we put under About the role? Might be redundant. The instruction says to include a section ONLY when the posting has real, specific content for it — never emit a heading followed by filler/placeholder text. The About The Team content is specific, not filler. However we have limited allowed headings; we could create a section "About the team" but not in list. The instruction gave examples but not exclusive? It says "use

  for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." The e.g. suggests those are examples, not exclusive list. But safer to stick to those. However we could incorporate the About The Team content into "About the role" or maybe into Benefits? But it's not benefits. Could create a section "About the team" as an h3; it's not prohibited. The instruction didn't forbid other headings, just gave examples. So we could add About the team. But to keep few sections, maybe we can omit About The Team as it's somewhat generic and we already have Benefits and Pay. However the instruction says preserve ALL substantive information; do NOT invent or summarize away detail. If we omit About The Team, we lose that substantive info. So we need to include it somewhere. Could we incorporate it into a "About the role" section? That section already includes intro about AWS Infrastructure Services role. Adding more about team may be okay but might blur. But we can add a separate "About the team" heading. Thus sections: About the role, Responsibilities, Requirements, Qualifications, Benefits, Pay, About the team. But we must ensure we don't create sections with filler. All have content. Now we need to extract content precisely. Let's copy the relevant paragraphs. Intro paragraphs: "AWS Infrastructure Services owns the design, planning, delivery, and operation of all AWS global infrastructure. In other words, we’re the people who keep the cloud running. We support all AWS data centers and all of the servers, storage, networking, power, and cooling equipment that ensure our customers have continual access to the innovation they rely on. We work on the most challenging problems, with thousands of variables impacting the supply chain — and we’re looking for talented people who want to help. You’ll join a diverse team of technical infrastructure program managers, software engineers, data specialists, supply chain specialists, and other vital roles. You’ll collaborate with people across AWS to help us deliver the highest standards for planning and execution while providing seemingly infinite capacity at the lowest possible cost for our customers. And you’ll experience an inclusive culture that welcomes bold ideas and empowers you to own them to completion. AWS Infrastructure Services (AIS) designs, delivers, and operates the global data-center fleet that powers every AWS service. Our servers, storage, networking, power, and cooling assets in more than 245 countries and territories. We tackle some of the world’s most complex supply-chain problems so our customers can innovate without limits. The Senior S&OP Planner leads the AIS Demand & S&OP team inside the CDSA (Capacity Delivery, Supportability & Analytics) organization. You will own the 0-2 year server-material Demand Plan of Record (POR) as well as transition plan for assigned server platforms. Your charter is to keep demand, supply, and financial plans in lock-step while building the automation and mechanisms that let AWS scale its GenAI and Core infrastructure faster, cheaper, and more sustainably. Success requires exceptional judgment, a builder’s mindset, and the ability to influence at all levels—from front-line planners to VP- and SVP-level business owners." That's the intro. Now Responsibilities list: "Key job responsibilities Own the global S&OP cycle – Drive an end-to-end, monthly/quarterly cadence that aligns AWS demand signals with supply, power, and capital plans. Deliver a trusted demand signal – Produce a single source of truth that reconciles financial plans, sales & growth outlooks, NPI roadmaps, transition ramps, and prior POR commitments. Run executive planning forums – Frame one-way vs. two-way-door decisions, articulate trade-offs, and secure leadership alignment across AIS, EC2, S3, EBS, Finance, and Energy. Architect planning systems – Guide software teams in automating demand-, supply-, and scenario-planning workflows (e.g., Connect, o9, Infor, Manhattan); own interim manual mechanisms until automation is in place. Build decision frameworks – Develop constrained-planning models that surface risks and levers under power, permitting, or component shortages. Measure what matters – Define KPIs and dashboards that quantify forecast accuracy, inventory turns, build-plan adherence, and capacity-delivery cycle time. Champion continuous improvement – Sponsor digital-transformation sprints that simplify processes, eliminate waste, and raise planning maturity across AIS." We need to turn each bullet into

  . The text uses dash after each heading. We'll split. Now Requirements (Basic Qualifications): "Basic Qualifications Bachelor's degree in Engineering, Math, Business, Supply Chain or other related quantitative discipline 6+ years of technical infrastructure management experience. Knowledge of SQL and advanced Excel (or similar). 6+ years of core project management disciplines including scope, schedule, budget, quality, along with risk and critical path management in supply-chain or cloud-infrastructure planning." We need to split into list items. Probably each sentence is a qualification. Thus: - Bachelor's degree in Engineering, Math, Business, Supply Chain or other related quantitative discipline - 6+ years of technical infrastructure management experience. - Knowledge of SQL and advanced Excel (or similar). - 6+ years of core project management disciplines including scope, schedule, budget, quality, along with risk and critical path management in supply-chain or cloud-infrastructure planning. Now Qualifications (Preferred Qualifications): "Preferred Qualifications Proven planning expertise in demand forecasting, supply optimization, and/or S&OP for high-growth, capital-intensive businesses. Manufacturing-planning pedigree (electronics, CPG, automotive, or similar) and/or top-tier consulting experience in supply-chain transformation. Hands-on success implementing enterprise planning suites (Connect, o9, Infor, Manhattan). Track record of measurable improvements in forecast accuracy, inventory turns, or capacity-delivery cycle time. Experience governing $100M+ capital budgets and navigating power/permitting constraints for data centers. Demonstrated ability to communicate complex ideas clearly to technical and non-technical executives." List items accordingly. Now Benefits: The paragraph: "Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at https://amazon.jobs/en/benefits." Also earlier: "Your Amazon package will include sign-on payments and restricted stock units (RSUs)." So benefits include sign-on payments and RSUs. Thus Benefits list: - Sign-on payments - Restricted stock units (RSUs) - Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and