Establish architecture standards, governance frameworks, reference architectures, and best ... enterprise-wide analytics and decision-making. * Partner with business, technology, risk ...
Establish architecture standards, governance frameworks, reference architectures, and best ... enterprise-wide analytics and decision-making. * Partner with business, technology, risk ...
Data Quality Lead Analyst
Tampa, FL · On-site
... analysis, maintenance, data quality, and data remediation management for one or many lines of ... Research, Reference, and Master Data Must have experience with Data Quality and managing and ...
Data Quality Lead Analyst
Tampa, FL · On-site
... analysis, maintenance, data quality, and data remediation management for one or many lines of ... Research, Reference, and Master Data Must have experience with Data Quality and managing and ...
Data Quality Lead Analyst
Tampa, FL · On-site
... Reference, and Master Data • Must have experience with Data Quality and managing and resolving ... analytics • Ability to give focused attention to details and deliver high quality work while ...
Data Quality Lead Analyst
Tampa, FL · On-site
... Reference, and Master Data • Must have experience with Data Quality and managing and resolving ... analytics • Ability to give focused attention to details and deliver high quality work while ...
Data Governance Analyst ACCOUNTABILITY STATEMENT As a Data Governance Analyst I, you will support ... and reference guides. * Support Risk and Privacy teams with data classification, governance ...
Data Governance Analyst ACCOUNTABILITY STATEMENT As a Data Governance Analyst I, you will support ... and reference guides. * Support Risk and Privacy teams with data classification, governance ...
Data Governance Analyst
Jacksonville, FL · On-site
Data Governance Analyst ACCOUNTABILITY STATEMENT As a Data Governance Analyst I, you will support ... and reference guides. * Support Risk and Privacy teams with data classification, governance ...
Data Governance Analyst
Jacksonville, FL · On-site
Data Governance Analyst ACCOUNTABILITY STATEMENT As a Data Governance Analyst I, you will support ... and reference guides. * Support Risk and Privacy teams with data classification, governance ...
... reference data, and standard integrations. Analyze logs, reproduce defects, identify likely causes, recommend corrective actions, and distinguish application issues from infrastructure, database ...
... reference data, and standard integrations. Analyze logs, reproduce defects, identify likely causes, recommend corrective actions, and distinguish application issues from infrastructure, database ...
... reference data, and standard integrations. • Analyze logs, reproduce defects, identify likely causes, recommend corrective actions, and distinguish application issues from infrastructure, database ...
... reference data, and standard integrations. • Analyze logs, reproduce defects, identify likely causes, recommend corrective actions, and distinguish application issues from infrastructure, database ...
Senior SQL Analyst
$80K - $106K/yr
At HBS the data analytics team strives to be transformative leaders that support our internal and ... reference point and/or test cases to validate. May be done using SQL, Excel, PowerBI, or other ...
Senior SQL Analyst
$80K - $106K/yr
At HBS the data analytics team strives to be transformative leaders that support our internal and ... reference point and/or test cases to validate. May be done using SQL, Excel, PowerBI, or other ...
Expert proficiency in Microsoft Excel, including graphing pivot tables, reference functions and data analysis. * Proficient in executive level PowerPoint * Candidate must be organized and have a ...
Expert proficiency in Microsoft Excel, including graphing pivot tables, reference functions and data analysis. * Proficient in executive level PowerPoint * Candidate must be organized and have a ...
... reference materials to support consistent and compliant platform usage • Provide first-line ... Adobe Web Data Analyst Essential Skills: Adobe Web Data Analyst Desirable Skills: Keyword: Skills:
... reference materials to support consistent and compliant platform usage • Provide first-line ... Adobe Web Data Analyst Essential Skills: Adobe Web Data Analyst Desirable Skills: Keyword: Skills:
Document data analysis processes, methodologies, and findings for future reference. * Training and Support: Provide training and support to sales teams on utilizing and interpreting sales reports.
Document data analysis processes, methodologies, and findings for future reference. * Training and Support: Provide training and support to sales teams on utilizing and interpreting sales reports.
The Functional Data Lead Analyst will coordinate conversion activities, translate and document ... Completion of conversion functional specification documents, data mapping, cross reference ...
The Functional Data Lead Analyst will coordinate conversion activities, translate and document ... Completion of conversion functional specification documents, data mapping, cross reference ...
... meaning, reference data, data lineage, data quality, integration, stewardship, downstream ... Lead root cause analysis of critical production issues and define systemic improvements across ...
... meaning, reference data, data lineage, data quality, integration, stewardship, downstream ... Lead root cause analysis of critical production issues and define systemic improvements across ...
... analytics. * Establish conformed dimensions, master and reference data standards, governed KPIs, and reusable semantic definitions. * Reduce conflicting calculations and duplicate business logic ...
New
... analytics. * Establish conformed dimensions, master and reference data standards, governed KPIs, and reusable semantic definitions. * Reduce conflicting calculations and duplicate business logic ...
New
... analytics. * Establish conformed dimensions, master and reference data standards, governed KPIs, and reusable semantic definitions. * Reduce conflicting calculations and duplicate business logic ...
... analytics. * Establish conformed dimensions, master and reference data standards, governed KPIs, and reusable semantic definitions. * Reduce conflicting calculations and duplicate business logic ...
... root cause analysis (RCA), and drive issue resolution within SLA. • Develop, enhance, and ... reference data. • Create SOPs, knowledge articles, and support documentation to improve ...
... root cause analysis (RCA), and drive issue resolution within SLA. • Develop, enhance, and ... reference data. • Create SOPs, knowledge articles, and support documentation to improve ...
... meaning, reference data, data lineage, data quality, integration, stewardship, downstream ... Lead root cause analysis of critical production issues and define systemic improvements across ...
... meaning, reference data, data lineage, data quality, integration, stewardship, downstream ... Lead root cause analysis of critical production issues and define systemic improvements across ...
Senior SQL Analyst
$80K - $106K/yr
At HBS the data analytics team strives to be transformative leaders that support our internal and ... reference point and/or test cases to validate. May be done using SQL, Excel, PowerBI, or other ...
Senior SQL Analyst
$80K - $106K/yr
At HBS the data analytics team strives to be transformative leaders that support our internal and ... reference point and/or test cases to validate. May be done using SQL, Excel, PowerBI, or other ...
Data Warehouse Analyst (On-site) Location: Tallahassee, FL 32301 || Duration: Long-Term Required ... Background & References Verifiable professional references will be required along with the resume ...
Data Warehouse Analyst (On-site) Location: Tallahassee, FL 32301 || Duration: Long-Term Required ... Background & References Verifiable professional references will be required along with the resume ...
Reporting to the Vice President, Analytics and AI Ecosystem, this role oversees legacy data ... Strengthen master and reference data management across provider, member, and enterprise domains.
New
Reporting to the Vice President, Analytics and AI Ecosystem, this role oversees legacy data ... Strengthen master and reference data management across provider, member, and enterprise domains.
New
Reference Data Analyst information
See Florida salary details
$25.4K - $32.3K
4% of jobs
$32.3K - $39.3K
7% of jobs
$39.3K - $46.2K
13% of jobs
$46.6K is the 25th percentile. Wages below this are outliers.
$46.2K - $53.1K
18% of jobs
The median wage is $56.4K / yr.
$53.1K - $60.1K
16% of jobs
$60.1K - $67K
13% of jobs
$69.6K is the 75th percentile. Wages above this are outliers.
$67K - $73.9K
9% of jobs
$73.9K - $80.8K
5% of jobs
$80.8K - $87.8K
9% of jobs
$87.8K - $94.7K
3% of jobs
$94.7K - $101.6K
2% of jobs
$25.4K
$61.8K
$101.6K
How much do reference data analyst jobs pay per year?
What is a reference data analyst?
What are the key skills and qualifications needed to thrive as a reference data analyst?
What is the difference between Reference Data Analyst vs Data Quality Analyst?
| Aspect | Reference Data Analyst | Data Quality Analyst |
|---|---|---|
| Required Credentials | Bachelor's in Data Management, IT, or related field; certifications like CDMP | Bachelor's in Data Science, IT, or related; certifications like CDMP or DAMA |
| Work Environment | Financial institutions, healthcare, retail; focus on maintaining reference data | Various industries; focus on assessing and improving data accuracy |
| Employer & Industry Usage | Used in organizations managing master/reference data | Used across industries to ensure data integrity and quality |
The main difference is that Reference Data Analysts focus on managing and maintaining reference data sets used across systems, while Data Quality Analysts evaluate and improve the overall accuracy and integrity of data. Both roles require similar skills and certifications but serve different aspects of data management.
What are some common challenges reference data analysts face when maintaining data accuracy across multiple systems?

Full-time
Medical, Life, Retirement, PTO
Posted 14 days ago
Job description
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.
The Information Technology group delivers secure, reliable technology solutions that enable DTCC to be the trusted infrastructure of the global capital markets. The team delivers high-quality information through activities that include development of essential, building infrastructure capabilities to meet client needs and implementing data standards and governance.
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).
The Impact You Will Have in This Role
As Director, Data Architecture, you will define and lead the enterprise data strategy, architecture roadmap, and governance framework that power business growth, regulatory compliance, and digital transformation. This highly visible leadership role will shape the future of data across the organization by driving modernization, enabling trusted data at scale, and influencing strategic technology investments.
This is a unique opportunity to lead enterprise-wide data transformation within a complex Financial Services environment. You will partner with senior leaders, influence strategic decisions, modernize critical data capabilities, and leave a lasting impact on the future of the business.
Your Primary Responsibilities:
- Define and execute the enterprise data architecture vision, strategy, and roadmap aligned with business and regulatory objectives.
- Establish architecture standards, governance frameworks, reference architectures, and best practices that drive consistency, scalability, and innovation.
- Lead the design of modern data platforms, integration architectures, and data products that enable enterprise-wide analytics and decision-making.
- Partner with business, technology, risk, compliance, and product teams to align data initiatives with strategic priorities.
- Champion data governance, metadata management, data quality, lineage, and stewardship across the enterprise.
- Evaluate emerging technologies and guide platform modernization and investment decisions to support long-term business objectives.
Qualifications
- Bachelor's degree in computer science, Information Systems, Engineering, or a related field, or equivalent practical experience. Advanced degree preferred.
- 12+ years of experience in Data Architecture, Enterprise Architecture, Data Engineering, or related disciplines, including leadership experience within large-scale enterprise environments.
Talent Needed for Success
- Deep expertise in enterprise architecture frameworks such as TOGAF, Zachman, and DAMA-DMBOK.
- Proven experience designing and governing enterprise data architectures, reference architectures, and architecture standards.
- Strong expertise in modern cloud data platforms and architectures, including Snowflake, Databricks, Azure Synapse, AWS Redshift, or Google BigQuery.
- Experience designing scalable data integration solutions, including ETL/ELT, CDC, event-driven architectures, APIs, and Lakehouse platforms.
- Knowledge of Data Mesh, Domain-Driven Design (DDD), semantic modeling, and data product strategies.
- Deep understanding of Financial Services data domains, including Risk, Regulatory Reporting, Trade & Position, Payments, KYC, Reference Data, and General Ledger.
- Strong experience with architecture governance, documentation, and enterprise decision-making processes.
Leadership Capabilities
- Shape the Future: Define and champion an enterprise data vision that drives innovation, transformation, and business growth.
- Influence at Scale: Align executive stakeholders around strategic priorities and measurable business outcomes.
- Lead Through Excellence: Establish governance, standards, and architecture practices that balance scalability, resilience, and innovation.
- Develop Talent: Build and mentor high-performing teams, fostering a culture of collaboration, accountability, and continuous learning.
- Create Lasting Impact: Deliver modern data capabilities that enable trusted insights and enterprise success.
Preferred Qualifications
- Experience implementing enterprise-scale Data Governance, Data Quality, Metadata Management, and Data Lineage programs.
- Knowledge of Delta Lake, Apache Iceberg, Apache Hudi, and Master Data Management (MDM) solutions.
- Experience leading technology evaluations, vendor selection, and enterprise platform modernization initiatives.
- Financial Services experience within highly regulated environments.
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 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.
About Us
With over 50 years of experience, DTCC is the premier post-trade market infrastructure for the global financial services industry. From 20 locations around the world, DTCC, through its subsidiaries, automates, centralizes, and standardizes the processing of financial transactions, mitigating risk, increasing transparency, enhancing performance and driving efficiency for thousands of broker/dealers, custodian banks and asset managers. Industry owned and governed, the firm innovates purposefully, simplifying the complexities of clearing, settlement, asset servicing, transaction processing, trade reporting and data services across asset classes, bringing enhanced resilience and soundness to existing financial markets while advancing the digital asset ecosystem. In 2024, DTCC's subsidiaries processed securities transactions valued at U.S. $3.7 quadrillion and its depository subsidiary provided custody and asset servicing for securities issues from over 150 countries and territories valued at U.S. $99 trillion. DTCC's Global Trade Repository service, through locally registered, licensed, or approved trade repositories, processes more than 25 billion messages annually. To learn more, please visit us at www.dtcc.com or connect with us on LinkedIn, X, YouTube, Facebook and Instagram.
DTCC proudly supports Flexible Work Arrangements favoring openness and gives people freedom to do their jobs well, by encouraging diverse opinions and emphasizing teamwork. When you join our team, you'll have an opportunity to make meaningful contributions at a company that is recognized as a thought leader in both the financial services and technology industries. A DTCC career is more than a good way to earn a living. It's the chance to make a difference at a company that's truly one of a kind.
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About the Team
Serves as a dedicated technology resource for advancing DTCC's business opportunities and providing industry thought leadership for leveraging new technology. The goal of this new department is to partner internally with IT, our business and regulatory divisions and externally with clients, regulators, and fintech vendors, to help build new platforms and business models to advance DTCC's mission to support the financial markets.