Principal AI Ops Architect, GPS
Core
Design and develop the production lifecycle of full-stack AI applications for international government partners, ensuring system reliability, real-time inference observability, and sovereign data orchestration.
Role type
Principal AI Ops Architect
Builds
Full-stack AI applications, high-quality training data for national LLMs, and resilient cloud infrastructure for public sector clients.
Domain
Public sector / Government / AI Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Production lifecycle management, end-to-end system health oversight, automated monitoring for model performance and data drift, global regulatory compliance navigation, incident command for mission-critical environments, technical translation for senior officials, cross-functional partnership with Engineering and ML teams.
Preferred skills
Experience in public sector, familiarity with international government security standards, deep understanding of full request lifecycle (frontend/API/backend/AI core).
Technologies
Kubernetes, vector databases, agentic development, LLM observability tools.
Responsibilities
Take full accountability for long-term performance and reliability of deployed AI use cases; oversee end-to-end platform health and integration; build automated systems to monitor model performance and data drift; manage technical lifecycle within diverse regulatory frameworks; lead response for production issues in mission-critical environments; translate technical performance metrics into insights for senior government officials; partner with Engineering and ML teams to influence future technical architecture.
Seniority
Principal, hands-on IC with strategic impact