Managing Director, Head of AI Operational Architecture & Integration
Iselin, NJ - 194 Wood Avenue South, United States
USD 232K-290K Senior-level Full Time
Tasks
- Architect AI production operations at scale
- Architect high availability and disaster recovery
- Define AI observability monitoring and telemetry standards
- Define AI service level objectives and monitoring standards
- Define incident response runbooks and recovery strategies
- Define model lifecycle and deployment standards
- Design A B testing and canary deployments
- Design AI ecosystem integration architecture
- Design fault tolerance and graceful degradation
- Drive enterprise alignment on AI integration standards
- Enforce integration patterns and standards
- Establish AI platform responsibilities with AI operations teams
- Implement multi model orchestration routing and fallback
- Implement rollback and fail safe mechanisms
- Manage versioning and release management
- Streamline AI stack to remove duplication
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AI architecture | AI integration | AI/ML | AI/ML Systems | API | AWS | Azure | B testing | Canary deployments | Cloud Computing | Cloud platform | Data Engineering | Disaster Recovery | Distributed Systems | Distributed systems architecture | Google Cloud | Google Cloud Platform | High Availability | Incident Response | LLMOps | ML Systems | MLOps | Microservices | Monitoring | Observability | Platform Engineering | Real Time | Real-time architecture | Reliability Engineering | SRE | Service Level | Service Level Agreements | Service-Level Objectives | Site Reliability | Site Reliability Engineering | Systems Architecture | Telemetry
Education
N/A
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