AI Model Governance – Monitoring Lead

USAA

AI governance lead overseeing model risk, data quality, privacy, and compliance for USAA’s financial services organization. Managing responsible AI frameworks and information governance across regulated business operations.

Posted 8/8/2026full-timeSan Antonio • Arizona, Colorado, North Carolina, Texas • 🇺🇸 United StatesSenior💰 $164,780 - $314,960 per yearWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in AI governance, data management practices, and compliance with federal and state-level regulations. Proven ability to lead cross-functional teams, implement data quality controls, and develop information management strategies in complex environments.

Highest-signal resume keywords

AI GovernanceData GovernanceInformation Management StrategiesNIST AI Risk Management FrameworkData Quality Management

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Data Management PracticesRisk ManagementData Quality MetricsData Lineage CollectionProcess ImprovementCompliance AssessmentsRoot Cause AnalysisMaster Data ProcessesAccess Management StrategiesData Privacy Regulations

Soft Skills

Expert CommunicationPresentation SkillsCoachingMentoringCross-Functional Leadership

Certifications & Qualifications

Certified AI Governance Professional (AIGP)Information Management Professional (CIMP)Information Governance Professional (IGP)Certified Information ProfessionalCDMP Certification

Industry Keywords

Financial ServicesInsuranceBankingHighly Regulated IndustryAI Regulations

About the role

Key responsibilities & impact

Lead the development and implementation of AI governance practices for responsible, compliant, and effective AI use
Establish and mature AI governance frameworks, risk management practices, monitoring processes, and controls
Monitor and interpret emerging AI regulations, legislation, regulatory guidance, industry standards, and state-level AI laws
Assist the IMA Director in integrating information management practices into business and technology processes
Identify and influence process improvements across IMA responsibilities and data spokes
Lead cross-functional discussions on complex problems
Align best practices and tools with business needs to improve program efficiency and effectiveness
Influence prioritization of work based on criticality and risk
Maintain and validate Information Asset Inventories
Support delivery of information according to Information Governance standards and data management practices
Integrate Information Management practices into existing processes and emerging information technologies
Lead data lineage collection and stitching for complete end-to-end data flow of critical data
Lead identification and resolution of complex data quality issues
Design data quality rules, thresholds, and standard quality metrics with the Steward
Develop process enhancements and data quality plans; oversee implementation of data quality controls
Define and oversee high-risk data quality corrective action plans
Oversee compliance assessments and document failures from data quality checks
Lead data initiatives that mitigate data risk and perform root cause analysis
Develop Master and Reference Data processes aligned with enterprise policies and standards
Ensure quality and maintenance of master and reference data
Identify and escalate items that may pose corporate risk
Partner with IT and Information Management resources to implement complex Access Management strategies
Lead Privacy initiatives through classification and analysis of sensitive data
Ensure compliance and remediation of sensitive data
Ensure risks associated with business activities are identified, measured, monitored, and controlled

Requirements

What you’ll need

Bachelor's degree in a business or science field; OR 4 years of relevant education and/or experience
8+ years of experience in an information management practice, business application function, or data delivery
Alternatively, an advanced degree in a Business or Science discipline with 6+ years of experience in data and analytics, technical, or business-relevant functions
Expertise developing and implementing information management strategies or processes in complex situations
Experience in AI governance, model risk management, data governance, and compliance
Understanding of federal and state-level AI laws, regulations, and regulatory guidance
Knowledge of the NIST AI Risk Management Framework (AI RMF) and its application
Understanding of AI data privacy implications, including GLBA, CCPA/CPRA, GDPR, and other applicable regulations
Experience leading projects or programs applying data management practices and tools to address data management risks across the data lifecycle
Experience leading project or support teams managing data
Expert communication and presentation skills for all levels of management
Information management expertise, including coaching and mentoring others
Certified AI Governance Professional (AIGP), Information Management Professional (CIMP), Information Governance Professional (IGP), Certified Information Professional, or equivalent industry certification
Financial services, insurance, banking, or other highly regulated industry experience
CDMP certification preferred
US military experience through military service or a military spouse/domestic partner
Must not require visa sponsorship or immigration support now or in the future

Benefits

Comp & perks

Flexible work environment
Comprehensive medical, dental and vision plans
401(k)
Pension
Life insurance
Parental benefits
Adoption assistance
Paid time off program
Paid holidays
16 paid volunteer hours
Wellness programs
Career path planning
Continuing education
Pay incentives based on overall corporate and individual performance, at the discretion of the USAA Board of Directors
Relocation assistance is not available for this position