Solutions for a world at risk™
Senior Data Governance Analyst
Location
Texas
Posted
6 days ago
Salary
$71.7K - $131.9K / year
Seniority
Senior
Job Description
Senior Data Governance Analyst
Milliman
• Serve as the primary liaison between business stakeholders, the Data Governance Council, data domain owners, and technical teams to elicit, document, and prioritize data governance requirements across enterprise data domains. • Facilitate data governance workshops and working sessions to establish business definitions, data standards, business rules, data definitions, and domain onboarding plans. • Profile data and analyze source systems and data structures to assess content, quality, and structure, supporting accurate mapping and migration of master data and data hub models. • Develop comprehensive data mapping documents, including source-to-target specifications and transformation logic. • Work with Master Data Management (MDM), integration, and platform teams to validate source-to-target mappings and ensure consistency with approved business definitions, data standards, and governance policies. • Assist in identifying data quality issues and contribute to metadata and lineage documentation. • Create and maintain data catalogs to ensure consistent documentation, easy discovery, and effective management of enterprise data assets. • Coordinate with platform subject matter experts (SMEs) to validate data mapping requirements and support successful implementation within MDM, data hub, and integration platforms. • Track mapping progress, dependencies, and issues across teams and tools, providing timely updates and resolving blockers. • Collaborate with business stakeholders and project teams to understand data requirements for HR, Finance, Legal, and Professional Services functions. • Analyze and document existing data sources, structures, and business rules within legacy systems. • Develop data mapping specifications to ensure accurate migration to new systems. • Support the extraction, transformation, and loading (ETL) of data, including profiling, cleansing, and validating migrated data. • Perform data quality assessments and implement data validation processes to ensure completeness and accuracy. • Assist in designing and testing data integrations between new enterprise platforms and other business applications. • Create and maintain comprehensive documentation of data models, flows, and transformation rules. • Identify and resolve data-related issues during migration and post-implementation. • Provide regular updates and insights to project leaders and stakeholders regarding data migration progress and risks. • Support ongoing data governance and quality initiatives as new systems are adopted.
Job Requirements
- Bachelor's degree in computer science, Information Systems, Data Analytics, or related fields.
- 7-9 years of experience in data governance, data analysis, or data management role, preferably supporting large-scale system implementations or migrations.
- Strong experience with data analysis, data profiling, data mapping, and ETL processes.
- Demonstrated experience working with Data Governance Councils, Data Stewardship teams, or similar governance bodies to define and implement data governance requirements.
- Strong experience gathering, documenting, and translating business requirements into actionable data governance, data quality, and data management solutions.
- Demonstrated experience conducting business and data analysis activities, including requirements elicitation, stakeholder interviews, process analysis, and documentation.
- Experience analyzing enterprise data domains and business processes to identify governance opportunities, define policies, and improve data quality and consistency.
- Proficiency with SQL, Python, and experience working with relational databases.
- Excellent analytical skills with the ability to interpret and translate business requirements into technical specifications.
- Strong attention to detail and commitment to data quality.
- Effective verbal and written communication skills, with demonstrated ability to facilitate workshops and collaborate across business and technical teams.
Benefits
- Medical, Dental and Vision – Coverage for employees, dependents, and domestic partners.
- Employee Assistance Program (EAP) – Confidential support for personal and work-related challenges.
- 401(k) Plan – Includes a company matching program and profit-sharing contributions.
- Discretionary Bonus Program – Recognizing employee contributions.
- Flexible Spending Accounts (FSA) – Pre-tax savings for dependent care, transportation, and eligible medical expenses.
- Paid Time Off (PTO) – Begins accruing on the first day of work. Full-time employees accrue 15 days per year, and employees working less than full-time accrue PTO on a prorated basis.
- Holidays – A minimum of 10 paid holidays per year.
- Family Building Benefits – Includes adoption and fertility assistance.
- Paid Parental Leave – 11 weeks of paid leave for employees who meet eligibility criteria.
- Life Insurance & AD&D – 100% of premiums covered by Milliman.
- Short-Term and Long-Term Disability – Fully paid by Milliman.
Related Guides
Related Categories
Related Job Pages
More Data Analyst Jobs
Credit Risk & Analytics – Engagement Manager
EXLWe make sense of data to drive your business forward. #MakeSenseofData #DriveYourBusinessForward #PartnerYourWay
• Work directly with the client and play a critical role in shaping how credit decisions, portfolio performance, and risk-adjusted revenue decisions are made • Work on the full credit lifecycle from strategy and pricing to portfolio health and performance, ensuring the risk approach supports sustainable growth and strong financial outcomes • Directly influence profitability, capital efficiency, and long-term scalability
Quantitative Analytics Manager – Bank Model Governance
AffirmWe create honest financial products that improve lives.
• Full-Stack Model Validation: Conduct rigorous, independent validations of sophisticated credit/fraud models—including machine learning and traditional statistical models—focusing on conceptual soundness, data integrity, and performance stability. • Advanced Quantitative Monitoring: Develop automated, independent monitoring suites in Python to track KRI/KPI drift, population stability (PSI), and feature importance shifts in real-time. • Remediation & Technical Advisory: Partner with 1st-line Model Developers to drive the remediation of validation findings, ensuring models and strategies are not only compliant but mathematically robust. • Audit & Regulatory Liaison: Partner with Internal Audit, Internal Controls, and Compliance to facilitate the timely resolution of audit and regulatory requests. • Affirm Bank: Work for the internal Bank team to support the build out of the Bank Model Risk Management function. Support the model validation requirements for Bank owned models.
• Lead Circana's People Analytics and HR Data work to build a scalable capabilities • Define key workforce metrics and deliver trusted insights • Shape the people analytics strategy to move towards predictive and prescriptive analytics • Design and deliver enterprise people scorecards for leadership to track workforce health • Ensure HR data governance and quality across UKG and related systems • Serve as a trusted advisor to HR leadership and influence change management efforts
• Act as a subject matter expert for Presidio’s Enterprise Licensing Agreement and Software Offerings • Work with Business Development Managers, Account Teams and Inside Sales to support the software sales cycle • Assist customer-facing asset management team providing actionable insights based on data from multiple sources • Develop new processes to help manage, consume, and utilize data to achieve customer objectives • Provide insights to help identify potential technology refresh sale opportunities • Improve customer satisfaction through accurate management of data




