Data Governance Specialist
Defines and enforces policies, standards, and processes that ensure the quality, security, and appropriate use of organizational data.
What does a Data Governance Specialist do?
- Defines data classification, retention, and access policies and translates them into operable controls
- Manages data catalogs, business glossaries, and lineage traceability
- Coordinates with legal, security, and data teams on responses to regulatory privacy requirements
- Audits compliance with data policies and manages remediation plans with each team
- Agrees on data quality metrics with domain owners and tracks their evolution
- Trains business and technology teams on the responsible use of the data they consume
Ideal OCEAN+ Profile
Openness to adapt governance frameworks to changing business needs and new regulations
Meticulousness in defining policies, tracking compliance, and documenting data lineage
Coordination with multiple business, legal, and technology stakeholders to align data practices
High capacity to work with teams resistant to change and drive adoption of data policies
Stability amid conflicts between teams with differing interests around data access and use
Works with compliance frameworks, periodic audits, and data policies that require strict adherence and defined review cycles
Strengths and Red Flags
Strengths
- Design of clear, enforceable data policies in complex organizational contexts
- Implementation of data catalogs and lineage systems
- Facilitating dialogue between business, legal, and technology teams on data
- Assessment and management of privacy and regulatory compliance risks
Red Flags
- Governance policies so rigid they block productive analytical work
- Lack of data quality metrics to validate the program's impact
- Purely regulatory communication that fails to connect with business value
- Resistance to adapting frameworks as business processes evolve
What does a successful Data Governance Specialist do?
The behaviors that separate top performers from average in this role, and the OCEAN+ profile dimension that explains them.
Designs policies together with the teams that will have to comply with them rather than issuing them by decree
AgreeablenessThe profile's high Agreeableness range turns regulated teams into co-authors, which is the only adoption that lasts
Updates the sensitive data inventory with every system change, not just when an audit arrives
ConscientiousnessVery high Conscientiousness treats compliance as an ongoing state rather than an annual event
Runs access and policy review cycles on fixed calendar dates even when no one is asking for them
Structure & RhythmHigh Structure & Rhythm sustains the repetitive processes that regulatory trust depends on
Mediates between business and legal by reframing each position in terms the other side can accept
Emotional StabilityThe range's Emotional Stability maintains neutrality in conflicts where both sides are pushing hard
Adjusts the governance framework when new technology appears instead of banning it by default
OpennessModerate Openness distinguishes data governors who enable from those who only restrict
Requirements and Skills
- Experience in data management, compliance, audit, or information security
- Knowledge of privacy and data protection regulations applicable to the region and industry
- Proficiency with cataloging, lineage, and data quality tools
- Ability to draft clear policies and facilitate their adoption across diverse teams
- Technical understanding of data architectures sufficient to engage with engineering
- Certifications in the discipline such as CDMP, or privacy certifications like CIPP, are a common plus
Interview Questions
Tell me about a data governance program you implemented. How did you achieve adoption among resistant teams?
Evaluates: Agreeableness and Structure & Rhythm in change management
Describe how you would prioritize which data to classify and protect first at a company with no established governance program.
Evaluates: Conscientiousness and Openness in framework design
Tell me about a conflict between teams over data access. How did you mediate it and what did you resolve?
Evaluates: Agreeableness and Emotional Stability in conflict management
Describe how you balance compliance with GDPR or local regulations against the business's need to use data to grow.
Evaluates: Openness and Conscientiousness in balancing compliance and business needs
Career Path
Possible transitions based on OCEAN+ profile compatibility. The higher the fit percentage, the more natural the transition.
Data Governance Specialist
Transition Details
Chief Data Officer 72% fit
Strengths for this transition
- Solid governance framework
- Data stakeholder management
Areas to develop
- Extraversion +15
- Openness +10
Data Product Manager 65% fit
Strengths for this transition
- Data quality and trust
- Understanding of business needs
Areas to develop
- Openness +12
- Extraversion +10
MLOps Engineer 58% fit
Strengths for this transition
- Data versioning and lineage
- Pipeline quality
Areas to develop
- Openness +15
- Conscientiousness +5
Quantitative Analyst 48% fit
Strengths for this transition
- Data quality and reliability
- Documentation rigor
Areas to develop
- Openness +18
- Extraversion +12
Solutions Architect 52% fit
Strengths for this transition
- Data architecture design
- Stakeholder management
Areas to develop
- Openness +15
- Extraversion +15
Similar Roles
Illustrative Example
Conscientiousness and Agreeableness to build trust between data and legal
A data team uses this profile to hire specialists who can unblock analytics programs stalled by regulatory uncertainty. A Data Governance Specialist with high Conscientiousness maps every data source to its privacy classification; their Agreeableness lets them build trust with legal teams that are blocking initiatives; and their Structure & Rhythm ensures the resulting policies have clear processes and periodic reviews that both sides can sustain.
Illustrative OCEAN+ Profile
Related Archetypes
Common personality patterns in this role. Detailed profiles will be available soon.
Facilitador
Enables responsible and effective use of data across the organization
Especialista
Expert in the frameworks and regulations that determine how data must be managed
This Profile by Company Size
Ideal personality dimensions for Data Governance Specialist vary by organizational context. Explore the adjusted profile:
In startups, this role often covers broader responsibilities than its formal description
View profile →In SMBs, communication with non-technical areas is as important as technical ability
View profile →In enterprise, the ability to work within regulatory frameworks without seeing them as a personal obstacle is a differentiator
View profile →In global roles, advanced written technical English is a baseline requirement
View profile →Further Reading
OCEAN Guide for Tech Teams: Ideal Profiles by Role
The personality profiles that work best for each technical role, based on data from 20,000+ developers.
Interviews vs Assessments: The Data Every HR Should Know
Data-based analysis of which method better predicts job success. Spoiler: interviews alone aren't enough.
Evaluating candidates for Data Governance Specialist? See how Talen.to compares to Predictive Index.
View comparison →Does your next Data Governance Specialist match this profile?
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