Sr. Business Manager, People Analytics

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. We must not repeat job title as heading. Must not include Job ID etc. Remove boilerplate. Must preserve all substantive info. We need to parse the posting. Key content: Intro paragraph: "As a Senior Manager, Business Analysis at Capital One, you will apply your strategic and analytical skills to one of the company's most important challenges: how our workforce evolves in the age of AI. You will lead a team with world-class professionals to develop, test, and scale strategies that shape how Capital One attracts, develops, and retains talent. And you'll do it all in a collaborative environment that values your insight, encourages you to take on new responsibility, promotes continuous learning, and rewards innovation." Then "Team and Position details: People Strategy & Analytics is an emerging field where Capital One is on the leading front. Our team pairs data and analytics with enterprise-wide projects to help Capital One transform its workforce for the AI revolution. We work closely with HR partners and senior executives to shape talent strategy, translate insights into action, and build the tools, playbooks, and forums that help leaders across the company make better talent decisions as AI continues to transform how we work. You will lead a team of analysts and apply your strategic and analytical skills to solve open-ended, complex questions about how we attract, develop, and retain top talent in a rapidly changing environment. You will also coordinate enterprise initiatives that turn insights into action, partnering with world-class professionals and senior leaders across HR and the business. Your day-to-day might involve: Developing analyses and tools that help business leaders build a future-ready, AI-enabled workforceBuilding models to predict attrition, and testing new retention strategiesAnalyzing how AI is reshaping roles, and testing new hiring, retention, and talent development strategiesDesigning new ways to understand and measure associate potentialLeading cross-functional initiatives and partnering with lines of business to drive a consistent AI workforce strategy" Then "General Responsibilities:" list bullet points. Then "Baseline AI fluency: ..." etc. Then "Strong business judgment, leadership, and integrity: ..." etc. Then "Clear results orientation: ..." etc. Then "Track record of thriving in a fast-paced, entrepreneurial, and dynamic environment; previous consulting experience is a plus" Then "Basic Qualifications:" list. Then "Preferred Qualifications:" list. Then "Capital One will consider sponsoring a new qualified applicant for employment authorization for this position." Then salary info: "The minimum and maximum full-time annual salaries for this role are listed below, by location. Please note that this salary information is solely for candidates hired to perform work within one of these locations, and refers to the amount Capital One is willing to pay at the time of this posting. Salaries for part-time roles will be prorated based upon the agreed upon number of hours to be regularly worked. McLean, VA: $200,700 - $229,100 for Sr. Business Manager Richmond, VA: $182,500 - $208,300 for Sr. Business Manager Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate’s offer letter. This role is also eligible to earn performance based incentive compensation, which may include cash bonus(es) and/or long term incentives (LTI). Incentives could be discretionary or non discretionary depending on the plan." Then benefits: "Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being. Learn more at the Capital One Careers website. Eligibility varies based on full or part-time status, exempt or non-exempt status, and management level." Then other boilerplate about EEO etc to remove. We need sections: About the role (intro), Responsibilities (General Responsibilities + day-to-day maybe), Requirements (maybe Basic Qualifications?), Qualifications (Preferred Qualifications?), Skills (maybe list of skills from responsibilities?), Benefits, Pay, Schedule. We must not create sections with placeholder text. So we need to see if we have concrete content for each. - About the role: we have intro paragraph(s). Good. - Responsibilities: we have "General Responsibilities:" list and day-to-day bullet list. So we can combine. - Requirements: Could be Basic Qualifications (Bachelor's, years experience). That's specific. - Qualifications: Preferred Qualifications list. - Skills: Could extract from responsibilities like strategic and analytical orientation, executive communication, etc. But we need to ensure we have real specific content. The posting includes "Strategic and analytic orientation: Bring proven problem-solving and decision-making grounded in analytics, pairing conceptual thinking with a strong quantitative orientation." Also "Executive communication: Communicate with impeccable written and oral skills and strategic influence, driving agreement through intellect, storytelling with data, and negotiation." Also "Strong business judgment, leadership, and integrity: Be tenacious in driving decisions, and bring a healthy, aggressive yet responsible approach to solving complex, ambiguous problems". Also "Clear results orientation: Demonstrate an intense focus on achieving short- and long-term goals, and the ability to drive an agenda in an uncertain and fluid environment." Also "Baseline AI fluency: Leverage enterprise AI tools to accelerate analysis, delivery, and program execution". Also "Cross-enterprise partnership: Build enduring and productive relationships across HR and the lines of business to sequence and deliver multiple priorities". Also "People leadership: Manage and develop a team of analysts; coach and mentor associates across the organization to develop and retain top talent at Capital One". Those could be considered skills/competencies. So we can create a Skills section with those bullet points. - Benefits: we have a paragraph about comprehensive benefits. That's specific enough. - Pay: we have salary ranges for two locations and note about other locations, plus incentive compensation. That's specific. - Schedule: Not mentioned. No info about schedule (full-time, part-time?). The posting mentions full-time annual salaries, part-time roles prorated, but no explicit schedule expectations. Could we infer full-time? It says "Salaries for part-time roles will be prorated based upon the agreed upon number of hours to be regularly worked." That implies role could be full-time or part-time but not explicit. Since we don't have a specific schedule statement, we should not create a Schedule section (as per rule: never create Pay/Schedule/Benefits sections unless posting actually states them). So we omit Schedule. Now we need to output HTML fragment with headings

for each section. Use

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

  for prose. We need to preserve all substantive information; do not invent or summarize away detail. So we must include all details from the posting that are substantive, but we can format them. We must not repeat job title as heading. Already not. We must not include Job ID etc. We must remove boilerplate: cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. So we need to strip out the EEO paragraph, the accommodation contact, the technical support email, the disclaimer about third-party products, the note about Canada/UK/Philippines, the "This role is expected to accept applications for a minimum of 5 business days. No agencies please." Also the "Capital One will consider sponsoring a new qualified applicant for employment authorization for this position." That is substantive? It's about sponsorship; maybe keep? It's not boilerplate; it's a specific statement about sponsorship. Should we keep? It's not EEO boilerplate; it's a specific sponsorship note. I'd keep it under maybe About the role or a separate note? Could be part of About the role. But we need to preserve all substantive information. So include that sentence. Also the sentence about "Capital One Financial is made up of several different entities..." is boilerplate? It's a note about entities; could be considered legal boilerplate. Probably remove. Also the "Capital One promotes a drug-free workplace." is boilerplate? Might be considered EEO/legal; remove. Also the "Capital One will consider for employment qualified applicants with a criminal history..." is EEO/legal; remove. Also the accommodation paragraph: remove. Also the technical support email: remove. Also the disclaimer about third-party products: remove. Also the note about Canada/UK/Philippines: remove. Also the "This role is expected to accept applications for a minimum of 5 business days. No agencies please.": remove (application instruction). Also the "Capital One is an equal opportunity employer (EOE, including disability/vet) committed to non-discrimination...": remove. Now we need to ensure we keep all other substantive info. Let's extract substantive sections: Intro paragraph (two sentences? Actually first paragraph includes two sentences). We'll keep as

  . Team and Position details paragraph: keep as

  . Day-to-day might involve: list of items (no bullet in original but separated by commas? Actually they are separated by no punctuation? The text: "Developing analyses and tools that help business leaders build a future-ready, AI-enabled workforceBuilding models to predict attrition, and testing new retention strategiesAnalyzing how AI is reshaping roles, and testing new hiring, retention, and talent development strategiesDesigning new ways to understand and measure associate potentialLeading cross-functional initiatives and partnering with lines of business to drive a consistent AI workforce strategy". It seems missing commas between items. We'll treat as a list; we can split by capital letters? Better to keep as a sentence? But we need to use

  • for any list of duties/requirements/benefits. So we should make a list. We'll parse items: - Developing analyses and tools that help business leaders build a future-ready, AI-enabled workforce - Building models to predict attrition, and testing new retention strategies - Analyzing how AI is reshaping roles, and testing new hiring, retention, and talent development strategies - Designing new ways to understand and measure associate potential - Leading cross-functional initiatives and partnering with lines of business to drive a consistent AI workforce strategy We'll output as
    • each. Now General Responsibilities list: items after "General Responsibilities:" each line starts with a bold label? Actually they are like: Workforce strategy: Drive the enterprise strategy for building an AI-ready workforce, assessing how AI reshapes roles and evolving Capital One's hiring, reskilling, and org-design response to attract, develop, and retain talent. Program leadership: Design and scale the resources and governance forums that help enterprise leaders transform with AI and plan their AI-forward talent strategy. People analytics: Build analyses, models, and tools across attrition, retention, internal mobility, and sentiment that turn people data into executive-level talent decisions. End-to-end ownership: Independently own complex, open-ended workforce problems by framing the problem, driving the analysis, and delivering recommendations that inform executive-level talent decisions. Baseline AI fluency: Leverage enterprise AI tools to accelerate analysis, delivery, and program execution Cross-enterprise partnership: Build enduring and productive relationships across HR and the lines of business to sequence and deliver multiple priorities People leadership: Manage and develop a team of analysts; coach and mentor associates across the organization to develop and retain top talent at Capital One Strategic and analytic orientation: Bring proven problem-solving and decision-making grounded in analytics, pairing conceptual thinking with a strong quantitative orientation. Executive communication: Communicate with impeccable written and oral skills and strategic influence, driving agreement through intellect, storytelling with data, and negotiation. Strong business judgment, leadership, and integrity: Be tenacious in driving decisions, and bring a healthy, aggressive yet responsible approach to solving complex, ambiguous problems Clear results orientation: Demonstrate an intense focus on achieving short- and long-term goals, and the ability to drive an agenda in an uncertain and fluid environment. We can treat each as a list item. Now Basic Qualifications list: - Bachelor’s Degree - At least 3 years of experience performing quantitative analysis - At least 3 years of experience performing qualitative