AI Engineering Architect

AI Architecture & Engineering

• Define and own AI reference architectures for generative AI, agentic systems, and AI augmented applications
• Architect scalable solutions using LLMs, multi agent systems, orchestration frameworks, and AI pipelines
• Design AI platforms supporting model serving, prompt management, RAG, and workflow orchestration
• Establish architectural standards for performance, scalability, reliability, and cost efficiency

Platform Engineering & Integration

• Build reusable AI components for LLM integration, vector search, embeddings, and inference services
• Enable secure and scalable deployment using Kubernetes, serverless platforms, and CI/CD pipelines
• Integrate AI capabilities into enterprise systems using APIs, SDKs, and event driven architectures
• Collaborate with QE teams to embed AI into test automation, test data generation, and intelligent validation

Engineering Governance & Quality

• Define architectural guardrails for model lifecycle, versioning, monitoring, and rollback
• Ensure adherence to non functional requirements including performance, observability, and fault tolerance
• Leverage observability tools to monitor model performance and drift
• Review designs and implementations for architectural compliance and code quality
• Mentor engineers and architects on AI engineering best practices

Core Platforms, Frameworks & Tooling

• LLM and foundation model platforms (e.g., AWS Bedrock, Azure OpenAI, Vertex AI)
• Agentic AI and orchestration frameworks (LangChain, LangGraph, CrewAI, AutoGen, Google ADK or equivalent)
• Vector databases and search technologies (OpenSearch, Pinecone, FAISS, Weaviate)
• Model lifecycle and deployment tooling (Kubernetes, containers, serverless runtimes)
• CI/CD and MLOps tooling for AI pipelines (GitHub Actions, Azure DevOps, Jenkins)
• Observability and monitoring tooling for AI systems (OpenTelemetry, Prometheus, Grafana)

Client Orientation & Leadership

• Partner with product and engineering teams to identify AI opportunities and shape roadmaps
• Support client workshops, RFPs, and solution presentations