Sr Manager, Decision Science – Reverse, Secondary Market and Lifecycle

We need to output HTML fragment with sections: About the role, Responsibilities, Requirements (maybe Basic qualifications), Preferred qualifications (maybe Skills), Benefits, Pay, Schedule only if present. The posting includes "What you'll do" (responsibilities), "Basic qualifications", "Preferred qualifications", "What’s in it for you" (benefits). Pay: not specific; they say "Competitive pay" but that's vague. According to rules: never create Pay/Schedule/Benefits sections unless posting actually states them. "Competitive pay" is a statement but not specific amount; it's still a statement about pay. The rule: "never emit a heading followed by filler/placeholder text (e.g. 'commensurate with experience', 'not specified', 'N/A', 'varies', 'TBD')". "Competitive pay" could be considered filler? It's vague but not exactly placeholder like "not specified". However they say "never create Pay/Schedule/Benefits sections unless the posting actually states them." The posting does state "Competitive pay" as a benefit bullet. So we could include a Benefits section that includes that bullet. Pay section separate? Probably not needed; we can incorporate pay into Benefits. The rule: "Prefer a few substantive sections over many thin ones." So we could have sections: About the role (maybe from first paragraph?), Responsibilities, Requirements (basic qualifications), Preferred qualifications (or Skills), Benefits. No Schedule section because not specified. No Pay separate. We need to use

for section headings. Use

• for any list of duties/requirements/benefits. Use

  for prose. We must not repeat job title as heading. Do not put Job ID etc. We must preserve all substantive information; do not invent or summarize away detail. Remove boilerplate: cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. So we need to strip out things like "Best Buy is an equal opportunity employer." "Application deadline: Minimum of 5 days from the posting date." etc. Also "About us" section maybe considered boilerplate? It's substantive about company culture; we could keep as part of About the role? The instruction: "Prefer a few substantive sections over many thin ones." Could combine About us into About the role? But we have an "About us" paragraph describing purpose. Might be considered substantive. Could create a section "About the company" but not in allowed headings list; allowed headings are About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we should map content to those headings. "About us" could go under About the role? Probably yes: About the role includes description of role and maybe company context. The initial paragraph: "As a Senior Manager, Decision Science, you'll lead a team..." that's about role. Then later "About us" is about company. Could incorporate into About the role as extra prose. We need to ensure we don't create sections with filler. Benefits: they list bullet points: Competitive pay, Great employee discount, Financial savings and retirement resources, Support for your physical and mental well-being, Best Buy provides different types of leaves of absence (LOA) and potential pay sources..., Paid time off..., Certain roles... incentive pay..., For more information... (that's a link). We should keep the substantive bullet points; we can omit the "For more information..." lines as they are instructions/reference. Also "Best Buy provides different types of leaves of absence (LOA) and potential pay sources to employees based on eligibility." That's substantive. Also "The length of your LOA depends on your situation..." that's also substantive but maybe more detail; we can keep. Also "Intermittent or reduced-schedule leave is also available..." etc. Also "Paid time off (vacation or PTO) is offered..." etc. Also "Certain roles, where market norms demand it, are eligible for various forms of incentive pay..." etc. Also "For more information about our incentive pay plans..." is reference; we can drop. Also "For more information about benefits, LOA and paid time off, please refer to our Benefits Guide." drop. We need to keep all substantive info; not summarizing away detail. So we need to keep the sentences about LOA length, intermittent leave, PTO details, incentive pay eligibility. That's a lot of detail; we should keep them as part of benefits section, maybe as a

  with each bullet as a sentence? But they are not bullet list originally; they are prose. We could keep them as

  paragraphs. However rule: Use

  • for any list of duties/requirements/benefits. The benefits section originally had a list introduced by "Our benefits include:" then bullet list. After that there are further sentences about LOA, PTO, incentive pay. Those are not part of the bullet list but still benefits info. We could treat them as additional

    paragraphs under Benefits. Thus Benefits section:

    Benefits

    then
    • Competitive pay
    • Great employee discount
    • Financial savings and retirement resources
    • Support for your physical and mental well-being
    then

    Best Buy provides different types of leaves of absence (LOA) and potential pay sources to employees based on eligibility. The length of your LOA depends on your situation, where you live, your full-time or part-time employment status, and federal and state regulations. Intermittent or reduced-schedule leave is also available for certain medical or family care leaves. Paid time off (vacation or PTO) is offered to full-time and part-time employees based on work location, employment status, salary or hourly status (exempt/non-exempt), and years of continued or bridged service. Certain roles, where market norms demand it, are eligible for various forms of incentive pay to drive performance and offer recognition for achieving financial and strategic results.

    We should not include the "For more information..." lines. Now Responsibilities: from "What you'll do" bullet list. We'll make

    Responsibilities

    • Lead, coach, and develop a team of decision scientists and analysts
    ... etc. Requirements: Basic qualifications list. We'll make

    Requirements

    • Bachelor's degree in a quantitative field or equivalent practical experience
    ... etc. Preferred qualifications: Could be

    Preferred qualifications

    but allowed headings include Qualifications, Skills. We could use

    Qualifications

    for preferred? But we already have Requirements for basic qualifications. Could combine both under Requirements? Better to separate: Use

    Qualifications

    for preferred? But the instruction: Use

    for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can have Qualifications heading for preferred qualifications. Or Skills heading for preferred qualifications? The preferred qualifications include experience, degrees, etc. Could treat as Qualifications. We'll output

    Qualifications

    with preferred items. We also have an initial paragraph about role: "As a Senior Manager, Decision Science, you'll lead a team..." That's prose; could go under About the role as

    . Also the sentence about virtual work and living within drivable distance to corporate campus. That's also about role arrangement. Could include in About the role. Thus About the role section:

    About the role

    As a Senior Manager, Decision Science, you'll lead a team that turns data into decisions that improve how we serve customers and run our business. You'll partner with senior leaders to solve complex challenges, uncover new opportunities, and shape strategy across reverse logistics, lifecycle experiences, and operational performance. If you enjoy leading teams, influencing decisions, and using data to make an impact, we'd love to meet you. In this role, you'll primarily work virtually from home or another non‑Best Buy location. However, you must live within a drivable distance to our corporate campus in Richfield, Minnesota. The specific work arrangements vary by role and team, and the recruiter or hiring manager will provide additional details during the hiring process.

    We should not include the recruiter line? It's part of the description; it's substantive. Keep. Now we need to ensure we don't include any boilerplate like "Best Buy is an equal opportunity employer." "Application deadline:" etc. Also "Tomorrow works here.™" maybe tagline; could be considered boilerplate? It's part of About us; but we already incorporated About us into About the role? Actually we didn't include the About us paragraph. We could incorporate that as part of About the role as well: "As part of the Best Buy team, you’ll help us fulfill our purpose to enrich lives through technology..." That's substantive about company. We'll add that to About the role paragraph after the earlier sentences. Thus About the role paragraph will be longer: combine the initial role description, the work arrangement, and the About us paragraph. Let's craft:

    As a Senior Manager, Decision Science, you'll lead a team that turns data into decisions that improve how we serve customers and run our business. You'll partner with senior leaders to solve complex challenges, uncover new opportunities, and shape strategy across reverse logistics, lifecycle experiences, and operational performance. If you enjoy leading teams, influencing decisions, and using data to make an impact, we'd love to meet you. In this role, you'll primarily work virtually from home or another non‑Best Buy location. However, you must live within a drivable distance to our corporate campus in Richfield, Minnesota. The specific work arrangements vary by role and team, and the recruiter or hiring manager will provide additional details during the hiring process. As part of the Best Buy team, you’ll help us fulfill our purpose to enrich lives through technology. We bring that to life every day by humanizing and personalizing tech solutions for every stage of life — in our stores, online and in customers’ homes. Our culture is built on deeply supporting and valuing our amazing employees who make it all possible. We’re committed to being a great place to work, where you can unlock unique career possibilities. Above all, we aim to provide a place where you can bring your full, authentic self to work now and into the future. Tomorrow works here.™

    That seems fine. Now Responsibilities: list from "What you'll do". Ensure we keep each bullet exactly. List: - Lead, coach, and develop a team of decision scientists and analysts - Partner with business leaders to identify opportunities and solve key challenges - Set team priorities and manage a portfolio of analytics initiatives - Turn complex business questions into actionable analytical solutions - Guide forecasting, experimentation, predictive modeling, and statistical analysis efforts - Present clear insights and recommendations that influence business decisions - Champion talent development, succession planning, and employee engagement within the team - Promote best practices, innovation, and continuous improvement across the analytics organization Now Requirements (basic qualifications): - Bachelor's degree in a quantitative field or equivalent practical experience - 5+ years of experience using data and analytics to solve business problems - 3+ years of experience with SQL and Python, R, or a similar programming language - 2+ years of experience leading analytics, data science, business intelligence, or related teams - Experience presenting data-driven insights to senior leaders Now Qualifications (preferred): - Master's degree in a quantitative or business-related field - Experience in retail, e-commerce, supply chain, operations, or customer lifecycle analytics - Experience with forecasting, optimization, experimentation, or predictive modeling - Experience managing analytical roadmaps and multiple workstreams - Experience developing senior technical talent and people leaders Now Benefits: as described. We must not include Pay or Schedule sections. Now output only HTML fragment. Check for any leftover boilerplate: we removed equal opportunity, application deadline, position type, etc. Check for any duplicated lines: we haven't duplicated. Now produce final HTML.