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We are seeking a high-level AI Tech Lead / Architect to drive a major digital transformation for a Tier-1 Global Financial Institution. This is not a standard chatbot project. You will be responsible for architecting "Agentic AI" solutions-designing autonomous multi-agent systems that can orchestrate complex workflows, communicate with one another, and integrate securely with enterprise banking systems.
Job Responsibility:
Architect end-to-end GenAI solutions using Google Cloud Platform (GCP), specifically leveraging Vertex AI APIs and the Agent Development Kit (ADK)
Design architectures that support Agent-to-Agent (A2A) communication, orchestration, and collaboration across diverse business functions
Define model selection, fine-tuning strategies, and build Retrieval-Augmented Generation (RAG) pipelines to ensure contextual accuracy and reduced hallucinations
Establish frameworks for memory retention using embedding stores, Vector Databases, and persistence strategies
Architect prompt management and function-calling layers to seamlessly integrate AI agents with backend APIs, microservices, and UI/UX layers
Implement strict observability and governance frameworks to ensure all GenAI deployments meet enterprise data security and regulatory standards
Requirements:
Proven experience in Application Architecture
Deep expertise in Google Cloud Platform (GCP), Vertex AI, and Gemini Models
Strong hands-on experience with LangChain, Vector Databases (Pinecone, Weaviate, etc.), and LLMOps tools
Experience delivering AI/GenAI use cases within Banking or highly regulated industries is a significant plus