As the Manager of Generative AI Advisory and Oversight at Capital One, you will join a dynamic team within Technology & Data Risk Management (TDRM) to serve as an expert in assessing AI/ML platform risks, including those related to generative AI. Your responsibilities include evaluating technical solutions for security, resiliency, and performance, developing risk guidance, and overseeing continuous monitoring controls. You will mentor junior associates, build relationships with stakeholders, and draft reports for executives on complex AI systems. Preferred qualifications include experience in deploying scalable AI solutions on cloud platforms, assessing generative AI architectures, and familiarity with AI control frameworks such as NIST and MITRE ATLAS. This role demands strong analytical skills and the ability to communicate technical risks effectively across various organizational levels.
Skills
AWS
Azure
Google Cloud
NIST AI Risk Management Framework
ISO 42001
OWASP Top 10 for LLM
MITRE ATLAS
CI/CD
Python
PostgreSQL
Kubernetes
Terraform
Docker
Prometheus
Grafana
What you'll do
Provide technical leadership in assessing AI/ML system design and deployments.
Evaluate proposed AI/ML solutions for automation, resiliency, performance, scalability, and security.
Develop and maintain AI/ML risk guidance to ensure safe technology adoption.
Define requirements for AI observability focusing on traceability of autonomous decisions.
Mentor junior associates in AI/ML architecture and risks.
What we're looking for
At least four years of experience in Technology Management or Cyber Risk Management
Experience architecting and assessing complex AI systems
Preferred: 2+ years deploying scalable AI solutions on cloud platforms
Ability to draft reports and communicate risks to executives effectively
Familiarity with AI control frameworks and standards (NIST, ISO, OWASP)
Strong analytical skills for evaluating AI/ML technical solutions
Experience in financial services or highly-regulated sectors preferred
Market check
Salary context
This
$197,300–$225,100
range sits above
45%
of similar postings on FindRole.
Peer median band
$184,000–$262,400
Median floor and ceiling across peers.
Typical midpoint (25–75%)
$184,587–$248,200
Middle half of comparable postings.
Based on 240 comparable postings.*
* 240 is the maximum number of comparable postings sampled.
Employer
About Capital One Financial
Capital One Financial is a bank holding company specializing in credit cards, auto loans, banking, and savings products, known for its data-driven approach to consumer and commercial finance. Industry: Financial Services & Banking
Capital One Financial currently has
489 open roles
on FindRole.
Listed pay typically runs
$197,300–$225,100
across 483 roles with salary data.
Python
SQL
AI Governance Platforms
Risk Assessment Tools
Synthetic Data Generation
Automated Testing Frameworks
Anomaly Detection
AI Observability Tools
CI/CD
EU AI Act
GDPR
CCPA
NIST AI RMF
Bias Audits
Adversarial Testing
Stress Testing
Explainable AI (XAI)
Model Validation Techniques
Monitoring and Logging Frameworks