Senior Data Governance Analyst

Milliman; Dallas (TX); On-site; USD 71,700 - 114,700; Full time

Benefits offered by this job

Medical, Dental and Vision – Coverage

401(k) Plan with company match

Discretionary Bonus Program

Paid Time Off and Holidays

Job summary

Milliman is undergoing a major enterprise transformation and seeks a Senior Data Governance Analyst to ensure data integrity, quality, and migration across HRIS, Finance, Legal, and Professional Services platforms.

You will serve as the liaison between Data Governance Council, business stakeholders, and technical teams, supporting data governance, mapping, migration, validation, and integration activities to enable a smooth transition to new enterprise platforms.

Qualifications

• Bachelor's degree or higher in computer science, information systems, data analytics, or related field.
• 7–9 years of experience in data governance, data analysis, or data management.
• Strong experience with data analysis, data profiling, data mapping, and ETL processes.
• Experience working with Data Governance Councils, Data Stewardship teams, or similar governance bodies.
• Strong ability to translate business requirements into actionable data governance, data quality, and data management solutions.
• Experience in requirements elicitation, stakeholder interviews, process analysis, and documentation.
• Ability to work across enterprise data domains to improve data quality and governance.

Responsibilities

• Elicit, document, and prioritize data governance requirements across enterprise data domains.
• Facilitate workshops to establish data definitions, standards, rules, and domain onboarding plans.
• Profile data and assess source systems for accurate mapping and migration of master data.
• Develop data mapping documents including source-to-target specifications and transformation logic.
• Validate mappings with MDM, data hub, and integration teams to ensure governance compliance.
• Identify data quality issues and contribute to metadata and lineage documentation.
• Create and maintain data catalogs for consistent data asset management.
• Coordinate with platform SMEs to validate data mapping requirements for implementation.
• Track progress, dependencies, and blockers across teams and tools and provide updates.
• Analyze existing data sources, structures, and business rules in legacy systems.
• Develop data mapping specifications for migration to new systems.
• Support ETL activities: profiling, cleansing, and validating migrated data.
• Perform data quality assessments and validate data completeness and accuracy.
• Assist in designing and testing data integrations across platforms.
• Document data models, flows, and transformation rules.

Skills

SQL

Python

Data analysis

ETL processes

Workshop facilitation

Documentation

Communication

Education

Bachelor's degree in computer science, Information Systems, Data Analytics, or related fields

Tools

Microsoft Purview

Collibra

Informatica

Alation

Job description

NOTE TO APPLICANTS: Individual(s) must be legally authorized to work in the United States without the need for immigration support or sponsorship from Milliman now or in the future

Position Summary

Milliman is undertaking a major enterprise transformation program to modernize our HRIS, Finance, Legal, and Professional Services Automation platforms. As part of the Data Enablement Team, we are seeking a Senior Data Governance Analyst to play a critical, hands-on role in ensuring integrity, quality, and seamless migration of data throughout this transformation. This individual will act as the key liaison between the Data Governance Council, business stakeholders, and technical teams, supporting data governance, mapping, migration, validation, and integration activities to enable a smooth transition to new enterprise platforms.

Responsibilities

• 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.

Skills & Qualifications Required

• Bachelor's degree in computer science, Information Systems, Data Analytics, or related fields.
• The ideal candidate must have 7-9 years of experience in data governance, data analysis, or data management role, preferably supporting large-scale system implementations or migrations.
• The ideal candidate must have 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.

Skills & Qualifications Preferred

• Experience with HRIS, Finance, Legal, or Professional Services Automation systems.
• Experience participating in or leading Enterprise Data Governance Council initiatives.
• Familiarity with MDM, data cataloging, and data quality best practices.
• Experience with data governance platforms such as Microsoft Purview, Collibra, Informatica, or Alation.
• Experience establishing business glossaries, data stewardship processes, and metadata management practices.
• Experience in the insurance, risk management, or financial services sectors.
• Knowledge of regulatory requirements related to data privacy and security.

LOCATION:

This is a remote role. The expected application deadline for this job is August 21st, 2026

Compensation

The overall range for this role is $71,700 - $131,905. For candidates residing in:

• Alaska, California, Connecticut, Illinois, Maryland, Massachusetts, New Jersey, New York City, Pennsylvania, Virginia, Washington, or the District of Columbia the range is $82,455 - $131,905.
• All other locations the range is $71,700 - $114,700.

A combination of factors will be considered, including, but not limited to, education, relevant work experience, qualifications, skills, certifications, etc.

Benefits

We offer a comprehensive benefits package designed to support employees' health, financial security, and well-being. Benefits include:

• 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.

About Milliman

Independent for over 77 years, Milliman delivers market-leading services and solutions to clients worldwide. Today, we are helping companies take on some of the world’s most critical and complex issues, including retirement funding and healthcare financing, risk management and regulatory compliance, data analytics and business transformation.

Through a team of professionals ranging from actuaries to clinicians, technology specialists to plan administrators, we offer unparalleled expertise in employee benefits, investment consulting, healthcare, life insurance and financial services, and property and casualty insurance.

Equal Opportunity

All qualified applicants will receive consideration for employment, without regard to race, color, religion, sex, sexual orientation, national origin, disability, or status as a protected veteran.