JD below: Senior AI Solution Architect role, you should focus on these 5 high-impact skill clusters. These combine the "must-have" Google Cloud Platform technical stack with the emerging "Agentic" requirements that define this specific job. 1. Agentic AI & Orchestration Frameworks The JD specifically mentions Agentic AI and autonomous agents. Look for candidates who move beyond basic chatbots and can build systems that "think" and "act." Key Keywords: Vertex AI Agent Builder, LangChain, LangGrap