Why This Role Stands Out
This hybrid role at Vigna Solutions Inc. offers a fantastic opportunity to shape the future of AI/ML risk and controls, building innovative guardrails for cutting-edge agentic AI systems. You'll thrive here if you have a strong background in AI/ML monitoring architecture and a passion for designing robust controls, allowing you to significantly impact the company's technological advancements. Apply now to contribute your expertise to a forward-thinking team and grow your career in a dynamic field.
Quick Overview
Job Description
AI/ML Risk & Controls Architect
Responsibility
- Designs the continuous monitoring framework: metrics, drift/performance thresholds, alerting cadence, replacing the annual point-in-time review
- Defines the minimum viable guardrails and controls framework for agentic AI adoption (workstream 4): access controls, action boundaries, human-in-the-loop checkpoints, logging/auditability
- Provides technical review of vendor AI architecture (model hosting, data flow, embedded-AI risk), working alongside the Regulatory SME''s contract review
- Maintains technical documentation and evidence for the monitoring and guardrails deliverables
Required skills:
- AI & ML model monitoring architecture, agentic AI systems design, AI controls/guardrail engineering, familiarity with bank technology risk and model validation standards
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