Enterprise Architect (LLMs, GenAI, AI/ML)

NorthBay Solutions seeks an Enterprise Architect with proven GenAI leadership, strong AI/ML foundation, and solid enterprise architecture background.

Requirements

• GenAI Leadership (3+ Years)
• Expert-level LLM experience (LLAMA, Mistral, GPT) including fine-tuning and deployment
• Agentic AI, MultiAgent systems, Agentic RAG implementations
• Vector Databases, LangChain, Langraph, and modern GenAI toolchains
• Advanced prompt engineering and Chain-of-Thought techniques
• 3+ production GenAI applications successfully implemented
• AI/ML Foundation (4–5 Years)
• Hands-on AI/ML experience building production systems with Python, TensorFlow, PyTorch
• ML model lifecycle management from development to deployment and monitoring
• Integration of AI/ML models with existing enterprise architectures
• Enterprise Architecture & Deployment (8+ Years)
• Full-stack development with MERN stack or equivalent
• Deployment experience across on-premises, cloud, and hybrid environments
• Kubernetes expertise for container orchestration and deployment
• Database proficiency: SQL (PostgreSQL/MySQL) and NoSQL (MongoDB/DynamoDB)
• API development: RESTful services, GraphQL, microservices architecture
• DevOps experience: Docker, CI/CD pipelines, infrastructure automation
• Cloud & Infrastructure
• Strong cloud experience (AWS/Azure/GCP) with ML services
• AWS: SageMaker, Bedrock, Lambda, API Gateway or equivalent
• Hybrid architecture design combining on-prem, cloud, and AI/ML systems
• Proven Delivery
• 7+ complex projects delivered across enterprise systems and AI/ML solutions
• Team leadership experience managing diverse technical teams
• Good to have) AWS/Azure/GCP certifications (Solutions Architect + ML Specialty preferred)
• Strong communication skills bridging business and technical requirements
• Agile/Scrum leadership experience with measurable team performance improvements