Business Analyst

We need to output HTML fragment with sections: headings

for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We must not repeat job title. No metadata like Job ID. Remove boilerplate. We need to parse the job description and extract content. Given text: "Job Description Bachelor's degree, Business or Technical or a related field of studyHealthcare experience and working knowledge with healthcare data and data systems is required3 to 5 years professional services experience with leading projects for external or internal customersHands-on / roll sleeves up work ethic, team player willing to take on work needed for project to succeedDevelops solutions to problems of unusual complexity that require a high degree of ingenuity, creativity, and innovationDevelops solutions to unique challenges that may serve as precedent for future decisionsExcellent customer communication skillsData analytics/data warehousing specific knowledge. GCP, Databricks, Fabric, Snowflake. Cloud Certifications from AWS, Azure, or DatabricksAs an Analytics Business Analyst (BA) within the Data Management Business Unit at Datavail you will assist in defining client technical and business requirements, documenting these requirements, and working with the developers to design and test Analytics applications in the areas of Data Ingestion, Reporting/Dashboard development, or in advanced Analytical applications using AI/ML technologiesYou will work as part of a team with a focus on successful completion of these engagements, work closely with the technical delivery and account management team to (1) Ensure customer satisfaction (2) Develop Analytics applications as defined by customer needs and (3) Provide consulting and advisory help in the area of Analytics application development and best practices for the business unit and companyThis position will focus on delivery of solutions inside our Data Management/Analytics business unit Candidates with working knowledge and experience in delivering Analytics, Business Intelligence, Data Warehousing or Reporting solutions both on-prem and in the cloudExperience with GCP, Databricks, Fabric, or Snowflake is a plusKnowledge or reporting/dashboard technologies such as PowerBI, Tableau, or other is a plus as is the ability to develop source to target mappings are part of the overall data ingestion and reporting process About The Team Datavail’s Data Management Services: Datavail’s Data Management and Analytics practice is made up of experts who provide a variety of data services including initial consulting and development, designing and building complete data systems, as well as ongoing support and management of database, data warehouse, data lake, data integration, and virtualization and reporting environments. Datavail’s team is comprised of not just excellent BI & analytics consultants, but great people as well. Datavail’s data intelligence consultants are experienced, knowledgeable and certified in the best in breed BI and analytics software applications and technologies. We ascertain your business objectives, goals and requirements, assess your environment, and recommend the tools which best fit your unique situation. Our proven methodology can help your project succeed, regardless of stage. With the combination of a proven delivery model and top-notch experience ensures that Datavail will remain the Data Management experts on demand you desire. Datavail’s flexible and client focused services always add value to your organization." We need to separate sections: About the role (maybe description of role), Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We need to extract content from the description. Let's parse manually. First part: "Job Description Bachelor's degree, Business or Technical or a related field of studyHealthcare experience and working knowledge with healthcare data and data systems is required3 to 5 years professional services experience with leading projects for external or internal customersHands-on / roll sleeves up work ethic, team player willing to take on work needed for project to succeedDevelops solutions to problems of unusual complexity that require a high degree of ingenuity, creativity, and innovationDevelops solutions to unique challenges that may serve as precedent for future decisionsExcellent customer communication skillsData analytics/data warehousing specific knowledge. GCP, Databricks, Fabric, Snowflake. Cloud Certifications from AWS, Azure, or Databricks" That seems like a list of qualifications/requirements: Bachelor's degree, healthcare experience, 3-5 years professional services experience, hands-on work ethic, team player, solves complex problems, develops solutions to unique challenges, excellent communication, data analytics/data warehousing knowledge (GCP, Databricks, Fabric, Snowflake), cloud certifications. Then: "As an Analytics Business Analyst (BA) within the Data Management Business Unit at Datavail you will assist in defining client technical and business requirements, documenting these requirements, and working with the developers to design and test Analytics applications in the areas of Data Ingestion, Reporting/Dashboard development, or in advanced Analytical applications using AI/ML technologiesYou will work as part of a team with a focus on successful completion of these engagements, work closely with the technical delivery and account management team to (1) Ensure customer satisfaction (2) Develop Analytics applications as defined by customer needs and (3) Provide consulting and advisory help in the area of Analytics application development and best practices for the business unit and companyThis position will focus on delivery of solutions inside our Data Management/Analytics business unit" That's responsibilities. Then: "Candidates with working knowledge and experience in delivering Analytics, Business Intelligence, Data Warehousing or Reporting solutions both on-prem and in the cloudExperience with GCP, Databricks, Fabric, or Snowflake is a plusKnowledge or reporting/dashboard technologies such as PowerBI, Tableau, or other is a plus as is the ability to develop source to target mappings are part of the overall data ingestion and reporting process" That's more qualifications/skills (preferred). Then "About The Team ..." is about the team/company, maybe not needed as a section unless we have content. Could be "About the Team" but not in list of allowed headings; allowed headings are About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we could put team info under "About the role" maybe, or we could omit if not fitting. The instruction: "use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." So we can use those exact headings. We should include sections only when posting has real specific content. We have content for About the role (role description), Responsibilities, Requirements (maybe split into Requirements and Qualifications?), Skills, maybe Benefits? No mention of benefits, pay, schedule. So we should not create those sections. We need to decide what goes where. Typically: Requirements = mandatory qualifications; Qualifications = preferred? Or we could combine. But we have both mandatory and preferred. Let's separate: Requirements (mandatory) and Qualifications (preferred) or Skills. We have mandatory: Bachelor's degree, healthcare experience, 3-5 years professional services experience, hands-on work ethic, team player, solves complex problems, excellent communication, data analytics/data warehousing knowledge (GCP, Databricks, Fabric, Snowflake), cloud certifications. Preferred: Experience delivering Analytics, BI, Data Warehousing or Reporting solutions on-prem/cloud, experience with GCP, Databricks, Fabric, Snowflake (plus), knowledge of PowerBI, Tableau, ability to develop source to target mappings. Also maybe "Skills" could list technical skills: GCP, Databricks, Fabric, Snowflake, PowerBI, Tableau, source to target mapping, data analytics, data warehousing, cloud certifications. We need to avoid filler like "commensurate with experience". Not present. We need to output HTML fragment only. Let's craft sections:

About the role

As an Analytics Business Analyst (BA) within the Data Management Business Unit at Datavail you will assist in defining client technical and business requirements, documenting these requirements, and working with the developers to design and test Analytics applications in the areas of Data Ingestion, Reporting/Dashboard development, or in advanced Analytical applications using AI/ML technologies. You will work as part of a team with a focus on successful completion of these engagements, working closely with the technical delivery and account management team to ensure customer satisfaction, develop Analytics applications as defined by customer needs, and provide consulting and advisory help in the area of Analytics application development and best practices for the business unit and company. This position focuses on delivery of solutions inside the Data Management/Analytics business unit.

Responsibilities

• Define client technical and business requirements and document them.
• Work with developers to design and test Analytics applications (Data Ingestion, Reporting/Dashboard, advanced Analytical/AI‑ML).
• Collaborate with technical delivery and account management teams to ensure customer satisfaction.
• Develop Analytics applications per customer needs.
• Provide consulting and advisory support on Analytics application development and best practices.

Requirements

• Bachelor’s degree in Business, Technical, or a related field.
• Healthcare experience and working knowledge of healthcare data and data systems.
• 3–5 years of professional services experience leading projects for external or internal customers.
• Hands‑on, roll‑up‑your‑sleeves work ethic; team player willing to take on work needed for project success.
• Ability to develop solutions to problems of unusual complexity requiring high ingenuity, creativity, and innovation.
• Ability to develop solutions to unique challenges that may serve as precedent for future decisions.
• Excellent customer communication skills.
• Data analytics/data warehousing specific knowledge (GCP, Databricks, Fabric, Snowflake).
• Cloud certifications from AWS, Azure, or Databricks.

Qualifications (Preferred)

• Experience delivering Analytics, Business Intelligence, Data Warehousing, or Reporting solutions both on‑prem and in the cloud.
• Experience with GCP, Databricks, Fabric, or Snowflake (a plus).
• Knowledge of reporting/dashboard technologies such as PowerBI, Tableau, or similar.
• Ability to develop source‑to‑target mappings as part of data ingestion and reporting processes.

We could also have a Skills section summarizing technical skills, but we already have them in Requirements/Qualifications. Might be redundant. The instruction: "Prefer a few substantive sections over many thin ones." So maybe combine Requirements and Qualifications into one "Requirements" section, separating mandatory vs preferred with notes. But we have allowed headings; we could keep both but that's many sections. Better to have: About the role, Responsibilities, Requirements (including both mandatory and preferred), Skills (maybe technical skills). But we already have technical skills in Requirements. Could make Skills separate: list of tools and technologies. Let's think: The posting includes many technical skills: GCP, Databricks, Fabric, Snowflake, PowerBI, Tableau, source to target mapping, cloud certifications. Could be a Skills section. We need to avoid duplication. If we put technical skills in both Requirements and Skills, that's duplication. Better to have Requirements cover experience/education/soft skills, and Skills cover technical tools. Thus: Requirements: education, healthcare experience, years experience, work ethic, problem solving, communication. Skills: GCP, Databricks, Fabric, Snowflake, PowerBI, Tableau, source-to-target mapping, cloud certifications (AWS, Azure, Databricks), data analytics/data warehousing knowledge. Qualifications (Preferred) could be merged into Skills or Requirements as "Preferred". But we have a separate heading "Qualifications". Could use that for preferred experience. Thus sections: About the role, Responsibilities, Requirements, Qualifications, Skills. That's 5 sections, substantive. Now we need to ensure we don't include filler like "commensurate with experience". Not present. Now produce HTML. Make sure to use proper punctuation and avoid stray concatenated words. Let's craft each section's content