Data Business Analyst Senior

We need to output HTML fragment with sections for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We must not repeat job title. Must not include Job ID etc. Remove boilerplate: EEO, compliance statements, application instructions, etc. Keep substantive info. Let's parse the posting. Content: - Intro paragraph about inclusive culture, growth, etc. That's about the role? Could be "About the role" or maybe "About the company". We'll treat as "About the role". - "The Data Business Analyst Senior connects business needs with data and technology solutions that support better reporting, analytics, and decision-making. You’ll lead requirements gathering, analyze data and processes, and partner with business and technical teams to deliver reliable solutions. This role offers the opportunity to strengthen your expertise in data, technology, and financial services while driving meaningful improvements across the organization." That's also about role. - Then "Key Accountabilities" bullet list: each line starts with a verb. That's responsibilities. - Then "Education & Experience Required" list: bullet points. - Then "Preferred" list: bullet points. - Then "Why You’ll Love Working Here" paragraph: about collaboration, opportunities, etc. Could be Benefits? Actually benefits are later: "In addition to core traditional benefits, we take pride in offering benefits for every stage of life. Retirement savings including both 401(k) and Pension plans. Paid time off to volunteer in your community. Opportunities to connect with others through our diversity-focused Colleague Resource Groups. Competitive salaries with professional development and advancement opportunities. Bonus benefits including well-being programs and incentives, parental leave, an employee stock purchase plan, military benefits and much more. Personal banking, loan, investment and insurance benefits." That's benefits. - Then location statement: "Associated Bank serves more than 120 communities throughout Wisconsin, Illinois, Minnesota, and Missouri and we consider our colleagues critical to our continued success. See why our colleagues continually vote us a best place to work in the Midwest. Join our community on Facebook, LinkedIn and X." That's maybe not needed but could be part of About the role? It's company info; we can include in About the role or maybe drop as not essential? It's substantive but not a heading. Could be part of About the role. - Pay: "$80,710.00 - $138,360.00 per year". That's pay range. So we need a Pay section. - Schedule: Not mentioned. So we should not create Schedule section. - Skills: Could be derived from preferred experience: Snowflake, Power BI, SQL, data quality, controls, risk management. Could be a Skills section. But we have Requirements and Qualifications sections. The instructions: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we need to map content to these headings. We have: - About the role: intro paragraphs. - Responsibilities: Key Accountabilities bullet list. - Requirements: Education & Experience Required bullet list. - Qualifications: Preferred bullet list? Or maybe Qualifications includes both required and preferred? Usually Qualifications could be preferred. We'll treat Qualifications as Preferred. - Skills: Could be a separate section for technical skills like SQL, Snowflake, Power BI, data analysis, etc. But we already have some in Requirements/Qualifications. Might be redundant. Better to not create Skills if content overlaps heavily; but we could extract specific skills: SQL, Snowflake, Power BI, data analysis, reporting, analytics, data management, controls, risk management. However the instructions: Prefer a few substantive sections over many thin ones. So maybe we skip Skills section and put those under Requirements/Qualifications. - Benefits: benefits paragraph. - Pay: pay range. - Schedule: none, omit. We must not include boilerplate: EEO, compliance statement, accommodation contact, E-Verify, Pay Transparency statement, etc. Remove those. Also remove "Apply today to make an impact." and "We welcome and encourage applications..." that's EEO-ish; but it's about encouraging applications from diverse groups. That's EEO boilerplate; should remove. Also remove "See why our colleagues continually vote us a best place to work in the Midwest. Join our community on Facebook, LinkedIn and X." That's maybe not boilerplate but could be considered marketing; but it's substantive? It's about company culture; could stay in About the role. However it's somewhat generic; but we can keep. We must preserve all substantive information; not invent or summarize away detail. So we need to keep the exact bullet points? We can keep them as list items. Let's extract exact text. Intro: "At Associated Bank we strive to create an inclusive culture where different perspectives are valued and recognized as strengths critical to our success. If you thrive in an environment where your growth and development are encouraged and supported, then Associated Bank may be the right place for you. Associated Bank requires you to directly represent yourself and your own experiences during the recruiting and hiring process. Associated Bank conducts a thorough background check on all new hires." That's about company and hiring process. Might be considered About the role. Then role description: "The Data Business Analyst Senior connects business needs with data and technology solutions that support better reporting, analytics, and decision-making. You’ll lead requirements gathering, analyze data and processes, and partner with business and technical teams to deliver reliable solutions. This role offers the opportunity to strengthen your expertise in data, technology, and financial services while driving meaningful improvements across the organization." Then Key Accountabilities bullet list (each line): - Lead stakeholder discussions and discovery sessions to define business objectives, priorities, and clear data and system requirements. - Analyze business processes, data flows, integrations, and dependencies to identify impacts and support effective solution design. - Document requirements, process flows, data mappings, user stories, acceptance criteria, and data definitions to guide delivery teams. - Investigate data issues using SQL and analytical methods, identify root causes, and recommend practical remediation options. - Partner with business, Data Management, Data Engineering, IT, analytics, reporting, and technology teams to support end-to-end solution delivery. - Support test planning, user acceptance testing, defect resolution, implementation readiness, and post-delivery validation. - Identify opportunities to improve processes, strengthen controls, automate manual work, and enhance data quality and reporting. - Validate data and reporting solutions to ensure they are accurate, complete, reliable, and aligned with business needs. Education & Experience Required bullet list: - Bachelor’s degree in Business Administration, Information Systems, Business Analytics, Data Analytics, Computer Science, Finance, or a related discipline, or an equivalent combination of education and experience. - 5+ years of experience leading business or systems analysis, including requirements gathering and supporting technology or data solutions. - 3+ years of experience with data analysis, reporting, analytics, data management, or related systems analysis. - 1+ year of experience in financial services, banking, or another regulated environment. - 1+ year of experience using SQL or a similar data querying tool for data investigation, validation, root cause analysis, or data quality efforts. Preferred bullet list: - 1+ year of experience with modern data and analytics platforms such as Snowflake, Power BI, or similar technologies. - 1+ year of experience supporting data quality, controls, risk management, or operational quality initiatives. Why You’ll Love Working Here paragraph: "At Associated Bank, you’ll collaborate with business and technology professionals to solve meaningful data challenges and improve how teams use information to make decisions. You’ll have opportunities to expand your skills across data, analytics, technology, and financial services while contributing to solutions that have a broad organizational impact." Then benefits paragraph: "In addition to core traditional benefits, we take pride in offering benefits for every stage of life. Retirement savings including both 401(k) and Pension plans. Paid time off to volunteer in your community. Opportunities to connect with others through our diversity-focused Colleague Resource Groups. Competitive salaries with professional development and advancement opportunities. Bonus benefits including well-being programs and incentives, parental leave, an employee stock purchase plan, military benefits and much more. Personal banking, loan, investment and insurance benefits." Then location/community statement: "Associated Bank serves more than 120 communities throughout Wisconsin, Illinois, Minnesota, and Missouri and we consider our colleagues critical to our continued success. See why our colleagues continually vote us a best place to work in the Midwest. Join our community on Facebook, LinkedIn and X." We could incorporate that into About the role or maybe a separate section like "About the Company". But only allowed headings list; we could put it under About the role as extra. Pay: "$80,710.00 - $138,360.00 per year" Now we need to output HTML fragment with headings

and appropriate

• for lists,

  for prose. We must not include any extra text outside HTML. Let's structure:

  About the role

  At Associated Bank we strive to create an inclusive culture where different perspectives are valued and recognized as strengths critical to our success. If you thrive in an environment where your growth and development are encouraged and supported, then Associated Bank may be the right place for you. Associated Bank requires you to directly represent yourself and your own experiences during the recruiting and hiring process. Associated Bank conducts a thorough background check on all new hires. The Data Business Analyst Senior connects business needs with data and technology solutions that support better reporting, analytics, and decision-making. You’ll lead requirements gathering, analyze data and processes, and partner with business and technical teams to deliver reliable solutions. This role offers the opportunity to strengthen your expertise in data, technology, and financial services while driving meaningful improvements across the organization. Associated Bank serves more than 120 communities throughout Wisconsin, Illinois, Minnesota, and Missouri and we consider our colleagues critical to our continued success. See why our colleagues continually vote us a best place to work in the Midwest. Join our community on Facebook, LinkedIn and X.

  But we might split into two paragraphs: one intro, one role description, plus location. However we can keep as one; it's okay. Then Responsibilities:

  Responsibilities

  • Lead stakeholder discussions and discovery sessions to define business objectives, priorities, and clear data and system requirements.
  • Analyze business processes, data flows, integrations, and dependencies to identify impacts and support effective solution design.
  • Document requirements, process flows, data mappings, user stories, acceptance criteria, and data definitions to guide delivery teams.
  • Investigate data issues using SQL and analytical methods, identify root causes, and recommend practical remediation options.
  • Partner with business, Data Management, Data Engineering, IT, analytics, reporting, and technology teams to support end-to-end solution delivery.
  • Support test planning, user acceptance testing, defect resolution, implementation readiness, and post-delivery validation.
  • Identify opportunities to improve processes, strengthen controls, automate manual work, and enhance data quality and reporting.
  • Validate data and reporting solutions to ensure they are accurate, complete, reliable, and aligned with business needs.
  Then Requirements:

  Requirements

  • Bachelor’s degree in Business Administration, Information Systems, Business Analytics, Data Analytics, Computer Science, Finance, or a related discipline, or an equivalent combination of education and experience.
  • 5+ years of experience leading business or systems analysis, including requirements gathering and supporting technology or data solutions.
  • 3+ years of experience with data analysis, reporting, analytics, data management, or related systems analysis.
  • 1+ year of experience in financial services, banking, or another regulated environment.
  • 1+ year of experience using SQL or a similar data querying tool for data investigation, validation, root cause analysis, or data quality efforts.
  Then Qualifications (Preferred):

  Qualifications

  • 1+ year of experience with modern data and