Business Intelligence Associate
for section headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must not repeat job title. We must include sections only if posting has real specific content. We need to extract content.
Let's parse the posting.
It starts with: "Are you ready to make an impact at DTCC? Do you want to work on innovative projects, collaborate with a dynamic and supportive team, and receive investment in your professional development? At DTCC, we are at the forefront of innovation in the financial markets. We are committed to helping our employees grow and succeed. We believe that you have the skills and drive to make a real impact. We foster a thriving internal community and are committed to creating a workplace that looks like the world that we serve."
That's like an "About the role" or "About DTCC". Could be "About the role" or "About the company". We'll treat as "About the role". Use About the role
then
with that prose. Next: "Pay And Benefits Competitive compensation, including base pay and annual incentive Comprehensive health and life insurance and well-being benefits, based on location Pension / Retirement benefits Paid Time Off and Personal/Family Care, and other leaves of absence when needed to support your physical, financial, and emotional well-being. DTCC offers a flexible/hybrid model of 3 days onsite and 2 days remote (onsite Tuesdays, Wednesdays and a third day unique to each team or employee)." That's benefits and schedule. We have Pay and Benefits section. Also schedule info. Could combine Pay and Benefits and Schedule? The instruction: Use headings for Benefits, Pay, Schedule separately if content exists. We have both pay and benefits described, and schedule described. So we can have separate sections: Pay, Benefits, Schedule. However we need to avoid filler like "competitive compensation" is okay. Provide details. But we must not create sections with placeholder like "not specified". We have actual content. Thus:
Pay
Competitive compensation, including base pay and annual incentive.
Benefits
- Comprehensive health and life insurance and well-being benefits, based on location
- Pension / Retirement benefits
- Paid Time Off and Personal/Family Care, and other leaves of absence when needed to support your physical, financial, and emotional well-being
Schedule
DTCC offers a flexible/hybrid model of 3 days onsite and 2 days remote (onsite Tuesdays, Wednesdays and a third day unique to each team or employee).
Next: "The Impact You Will Have In This Role The Business Intelligence Associate leverages data and analytical tools to support senior leadership by extracting valuable insights and making data-driven decisions for an organization. This role specializes in business analytics services such as business intelligence, customer research and analysis, and dashboard creation for business units and integrated services groups. You will join a team that manages end-to-end product development for external and internal data user interfaces, including analytics engineering and data visualization for business domains, delivering trusted DTCC data that clients and stakeholders can easily discover, understand, and use to reach faster strategic decisions. You will work across a modern, cloud-based analytics stack, partnering with product owners, data engineers, and business domain experts to turn raw data into governed, well-designed analytical experiences. Our strategic architecture is a business enabler for AI-driven transformation, built on foundational data storage and access, elastic scaling for high-performance workloads, and rapid business intelligence engineering. You will be part of that capability, with real ownership of the experiences our users touch every day." That's like "About the role" maybe more detail. Could be part of About the role. We already have About the role earlier; we could combine. But we need to avoid duplication. We could have a single About the role section that includes both introductory paragraph and impact description. Let's combine. Thus About the role: include the initial paragraph plus the impact description. Now "Your Primary Responsibilities" list many items. That's Responsibilities section. UseResponsibilities
then- each bullet. We must preserve all substantive information. The bullet list includes many sentences. We'll convert each sentence to a
- . Also note there is a note: "**NOTE: The Primary Responsibilities of this role are not limited to the details above. **" We should keep that note? It's substantive? It's a note that responsibilities not limited. Could be included as a
after list. Now "Qualifications Minimum 4 years of related experience Bachelor's degree (preferred) or equivalent experience". That's qualifications. Then "Talents Needed For Success At least 2 years of experience as a data analyst, business intelligence analyst, analytics engineer, or equivalent role ..." That's more qualifications/skills. Could be split into Qualifications and Skills. The instruction: Use headings for Qualifications, Skills. We need to decide what goes where. We have "Qualifications" heading in the posting: "Qualifications Minimum 4 years of related experience Bachelor's degree (preferred) or equivalent experience". Then "Talents Needed For Success" list of talents. That could be considered Skills. So we can have:
Qualifications
Minimum 4 years of related experience. Bachelor's degree (preferred) or equivalent experience.
Skills
- At least 2 years of experience as a data analyst, business intelligence analyst, analytics engineer, or equivalent role
- An AI-native way of working... ... etc. We need to preserve all bullet points. Let's extract the Talents Needed For Success list: - At least 2 years of experience as a data analyst, business intelligence analyst, analytics engineer, or equivalent role - An AI-native way of working. You reach for AI tooling instinctively rather than as an afterthought, you understand where it adds genuine leverage and where it does not, and you apply appropriate judgement in validating what it produces - Strong hands-on skill with SQL and cloud data platforms, with Snowflake experience a distinct advantage - Demonstrated experience in the creation of reports, dashboards, and data visualizations for the effective communication of insights and findings to a variety of internal and external stakeholders - Practical experience with modern business intelligence and visualization tools such as Sigma, Looker, Power BI, or Tableau - Understanding of semantic layers, data modelling, and the discipline required to keep metric definitions consistent and governed - Experience collaborating with cross-functional teams, including executives, managers, and product professionals, to provide data-driven insights and recommendations that support strategic decision-making processes - Genuine interest in applying AI and machine learning to analytics, including anomaly detection and conversational interfaces over governed data - An eye for user experience and the understanding that a dashboard is a product, not a report - Substantial experience with relational databases and query tools - Financial services or capital markets exposure is advantageous but not essential - Clear communication skills, comfort working in a collaborative and non-hierarchical environment, and the curiosity to ask why the numbers look the way they do We'll put each as
- .
After that: "We offer top class training and development for you to be an asset in our organization! The salary range is indicative for roles at the same level within DTCC across all US locations. Actual salary is determined based on the role, location, individual experience, skills, and other considerations."
That's more about Pay maybe but we already have Pay section. Could add a note under Pay: "The salary range is indicative for roles at the same level within DTCC across all US locations. Actual salary is determined based on the role, location, individual experience, skills, and other considerations." We'll add as a
under Pay. Then EEO boilerplate: "We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation." We must remove EEO/equal-opportunity boilerplate. So drop that. Also remove any duplicated lines, cookie/navigation/legal etc. Not present. Now we need to ensure we don't include headings with empty content. All sections have content. Now produce HTML fragment. Structure:
About the role
... combined paragraphs ...
Responsibilities
- ... ...
**NOTE: The Primary Responsibilities of this role are not limited to the details above.**
Qualifications
Minimum 4 years of related experience. Bachelor's degree (preferred) or equivalent experience.
Skills
- ...
Pay
Competitive compensation, including base pay and annual incentive.
The salary range is indicative for roles at the same level within DTCC across all US locations. Actual salary is determined based on the role, location, individual experience, skills, and other considerations.
Benefits
- ...
Schedule
DTCC offers a flexible/hybrid model of 3 days onsite and 2 days remote (onsite Tuesdays, Wednesdays and a third day unique to each team or employee).
Check for any missing content: The initial "Are you ready to make an impact at DTCC? ..." we included in About the role. Also the impact description we included. Now verify we didn't miss any responsibilities details. Responsibilities list from posting: - Understand the decision-making process, workflows, and business and information needs of business executives - Translate business needs into analytics and reporting requirements to support executive decisions and workflows with required information - Coordinate with knowledge workers to understand their information needs and identify ways to visualize and present information in a user-friendly manner - Create and maintain dashboards, visualizations, and reports using tools such as Sigma, Tableau, Power BI, or Looker to enable data-driven decision-making - Develop and maintain semantic models and reusable metric definitions so that business logic is consistent, governed, and trusted across every dashboard and analytical interface - Proactively mine data warehouses to identify trends and patterns and generate insights for business units and senior leadership - Support user experience specialists and information architects to enhance information visualization through the development of dashboards and user interfaces - Contribute to the development of AI-enabled analytical experiences, including natural language and conversational access to governed data sets - Develop analytical strategies to solve business problems by understanding the business problems, identifying relevant data, gathering and summarizing data meaningfully, and applying appropriate statistical analysis - Transform complex data into easy-to-follow reporting through graphing, charts, and dashboards - Implement and maintain analytics systems to store and manage structured and unstructured data - Work closely with information managers, architects, and business units for knowledge sharing, mentoring, and training - Align risk and control processes into day to day responsibilities to monitor and mitigate risk Note: there is a bold note after list: "**NOTE: The Primary Responsibilities of this role are not limited to the details above. **" We'll include as aafter list. Now ensure we didn't miss any other sections like "The Impact You Will Have In This Role" we merged into About the role. Now check for any duplicated content: The "We offer top class training and development for you to be an asset in our organization!" we haven't included anywhere. That's a substantive statement about training and development. Should we include it? It could go under a section like "Training and Development" but we