Gen AI Architect (Full Stack)

Confidential Company

Job Description

Roles & Responsibilities

Desired Candidate Profile

Responsibilities ● Lead architecture and development of enterprise web applications with integrated Generative AI. ● Define scalable, secure architectural patterns and implementation standards. ● Work closely with product, AI/ML, DevOps, security, and network teams to align business and technical goals. ● Drive full-stack development best practices across backend, frontend, and infrastructure. ● Architect and integrate LLMs, embeddings, RAG pipelines, and vector databases into production systems. ● Ensure production readiness—security, networking, monitoring, performance, and compliance.

Cloud Architecture (Azure) Location: NYC / NJ Area ● Deep experience designing cloud-native, microservices and event-driven architectures. Expertise with Azure App Services, AKS, Functions, API Management, Event Grid, Service Bus, Storage, and Key Vault. ● Strong understanding of subscription design, resource hierarchy, and environment isolation. Networking & Security ● Hands-on experience with: ○ VNETs, subnets, private endpoints, service endpoints. ○ NSGs, ASGs, routing, firewalls, and VPN/ExpressRoute connectivity. ○ Whitelisting, IP restrictions, certificates, TLS, and enterprise-grade authentication flows. ● Experience implementing Zero Trust, RBAC, managed identities, and secure secrets handling. Performance & Scalability ● Expertise in caching (Redis/CDN), async processing (RabbitMQ/Kafka), load balancing, auto-scaling, and performance tuning. GenAI Integration ● Hands-on experience with Azure OpenAI, RAG patterns, embeddings, prompt engineering, vector search (Azure AI Search, PostgreSQL extensions). ● Experience orchestrating LLM pipelines in real-world production environments. Backend Engineering ● Strong REST API design (versioning, throttling, API gateways). ● Expert in PostgreSQL/MongoDB, data modeling, query optimization. ● Experience with OAuth2, SSO, and secure coding aligned to GDPR/SOC2. Frontend Engineering ● Deep experience with React/Next.js, component libraries, and enterprise UI patterns. DevOps & IaC Gen AI Architect ● Strong proficiency with: ○ Azure DevOps or GitHub Actions CI/CD. ○ Docker, Kubernetes (AKS), Helm. ○ Terraform or Bicep for infrastructure automation. Location: NYC / NJ Area ● Experience managing production roll-outs, blue-green deployments, and canary releases. Real-Time & Scalable UI ● Knowledge of WebSockets/SSE, state management, and high-performance UI rendering. Testing & Observability ● Experience with automated unit/E2E testing. ● Strong knowledge of logging, tracing, monitoring (App Insights, Log Analytics), and alerting.

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