Data Governance Analyst – Hiring Guide and Career Insights

Barclays is hiring for the role of Data Governance Analyst in Pune, India. This position is ideal for professionals who are passionate about data quality, data compliance, and structured governance frameworks within a global financial services environment. The Data Governance Analyst plays a crucial role in ensuring that enterprise data assets are accurate, consistent, compliant, and usable for analytics, reporting, and strategic decision-making. This blog provides a comprehensive career-oriented overview of the role, including responsibilities, required skills, career growth opportunities, and how to apply.

About the Role

The Data Governance Analyst position focuses on supporting and implementing data governance frameworks, data quality controls, metadata management, and stewardship practices across various enterprise data assets. Data Governance Analysts help build trust in data by ensuring that data definitions are clear, ownership is assigned, and compliance standards are upheld. This role is central to enabling data integrity, risk control, regulatory adherence, and reliable reporting across business and technology functions.

Working in this role, professionals act as connectors between business units and technical teams to ensure that structured governance practices drive consistent business outcomes and reduce operational risk.

Role Overview

  • Role: Data Governance Analyst
  • Company: Barclays
  • Location: Pune, India
  • Experience Level: Freshers / Experienced
  • Qualification: Bachelor’s / Master’s Degree
  • Employment Type: Full-time
  • Domain: Data Governance / Data Quality / Risk & Compliance

This position offers a strong foundation for career growth into advanced data, governance, and analytics roles.

Purpose of the Data Governance Analyst Role

The primary purpose of this role is to help establish and maintain a structured data governance environment that ensures enterprise data is accurate, traceable, and compliant with internal policies and external regulations. Data Governance Analysts support enterprise initiatives by documenting data standards, enabling data stewardship, and continuously improving governance processes.

This role directly contributes to:

  • Improved data quality across systems
  • Reduced data risk and inconsistency in reporting
  • Improved compliance with regulatory requirements
  • Better traceability and accountability of enterprise data
  • Stronger foundations for analytics and business insights

Key Responsibilities

As a Data Governance Analyst, your core responsibilities typically include:

  • Supporting data governance frameworks by documenting policies and standards
  • Maintaining data definitions, taxonomies, and business glossaries
  • Defining and managing data ownership and stewardship models
  • Monitoring data quality issues and facilitating resolution
  • Working with data owners to remediate data control gaps
  • Tracking and documenting data lineage across systems
  • Supporting audit requests, regulatory reviews, and compliance initiatives
  • Preparing governance metrics, dashboards, and periodic reports
  • Collaborating with cross-functional teams including data engineers, compliance, risk, and business units
  • Ensuring data governance processes are adopted consistently across teams

These responsibilities ensure that data assets are reliable, understandable, and governed in a way that supports enterprise objectives.

Technical Skills and Knowledge Required

To perform effectively in this role, Barclays typically looks for candidates with a blend of analytical skills, data understanding, and domain awareness:

  • Understanding of data governance principles, metadata management, and data stewardship
  • Familiarity with data quality frameworks and measurement techniques
  • Basic knowledge of SQL or data querying (advantageous)
  • Experience with data catalogs, metadata repositories, or data dictionaries
  • Comfort working with business intelligence tools and reporting platforms
  • Knowledge of regulatory requirements related to financial data or enterprise operations is a plus
  • Ability to translate technical definitions into business context
  • Attention to detail in documentation and data handling

While candidates may not be expected to be highly technical, a good understanding of how data flows through systems and how it is used in business reporting will be beneficial.

Professional and Soft Skills

In addition to technical knowledge, strong professional competencies help Data Governance Analysts succeed:

  • Clear written and verbal communication skills to articulate governance standards
  • Strong analytical and critical-thinking abilities
  • Collaborative mindset for working with diverse cross-functional teams
  • Structured and process-oriented thinking
  • Ability to manage multiple tasks and priorities effectively
  • Problem-solving attitude when addressing governance challenges or data issues

These skills help ensure that governance practices are embedded across teams and understood by both technical and non-technical stakeholders.

Who Should Apply

This role is suitable for:

  • Fresh graduates with strong analytical foundations and interest in data governance
  • Early-career professionals with exposure to data quality, compliance, or analytics
  • Experienced candidates seeking to transition into data governance or risk and compliance domains
  • Individuals who enjoy structured work, documentation, and cross-team collaboration
  • Candidates with business, technology, or data backgrounds looking to build careers in governance or enterprise data roles

Both freshers and experienced professionals can apply if they demonstrate a strong interest in data governance principles and analytical rigor.

Work Culture and Environment

Barclays promotes a collaborative, learning-oriented, and process-driven work culture. Data Governance Analysts work with global teams, business stakeholders, and technology partners to implement governance practices that support enterprise objectives. The environment encourages continuous learning, knowledge sharing, and contribution to structured frameworks that improve data quality and trust.

Working at Barclays also offers exposure to large-scale systems, regulatory requirements, and business processes that support decision-making across lines of business.

Career Growth and Future Opportunities

Starting as a Data Governance Analyst, professionals can build rewarding careers in several advanced domains, such as:

  • Senior Data Governance Analyst
  • Data Quality Lead or Manager
  • Data Stewardship or Metadata Specialist
  • Business Intelligence or Analytics Consultant
  • Data Risk and Compliance Specialist
  • Enterprise Data Architect (with additional skills)

With experience, professionals can also transition into leadership roles that influence strategy, governance policy, or enterprise data architecture.

Why This Role Matters

Data governance is a foundational function in modern enterprises because reliable and well-governed data underpins analytics, compliance, risk management, and business intelligence. In financial services, where data accuracy is critical for reporting, compliance, and customer experience, the Data Governance Analyst plays an important role in building trust in enterprise data and supporting informed decision-making.

How to Apply

Apply through the official Barclays careers portal. Ensure your resume highlights analytical skills, data understanding, documentation capabilities, and any experience related to data handling or governance concepts.

When applying, tailor your resume to emphasize your interest in data governance, risk and compliance, and structured analytical work. Projects, internships, or coursework that demonstrate data awareness or quality activities can strengthen your application.

Preparing a concise cover letter or statement of intent that describes why you are interested in data governance and how your skills align with the role can further enhance your chances of being shortlisted. This role offers a meaningful pathway into data governance and enterprise data careers at a global financial institution.

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