Mandatory: Previous hands-on experience working with GCP
Experience & Technical Consulting
• Enterprise Consulting: Minimum of 5 years working directly with enterprise clients and leading technical discovery sessions.
• Hands-on Co-Development: Direct collaboration with customer engineering teams, instilling best practices, developing reference implementations, reference architectures, supporting technical decisions and long-term solution sustainability.
• Requirements & Architecture: Proven ability to translate business pain points and processes into technical requirements and robust architectures considering the client context and restrictions.
• Iterative Delivery: Strong focus on incremental delivery, agile MVP validation, and continuous progression to production grade.
• Stakeholder Communication: Clear articulation with technical and business stakeholders, with the ability to negotiate technical trade-offs.
• Complex Environments: Proven adaptability to navigate complex enterprise environments, strict corporate security policies, and legacy architectures.
Technical Skills & Requirements :Agentic Frameworks: Hands-on experience with agent orchestration frameworks, e.g., LangGraph, CrewAI, Agent Development Kit (ADK).
• Agent Architectures & Protocols: Proficiency in Model Context Protocol (MCP), Agent-to-Agent (A2A) protocols, tool/function calling, dynamic routing, and reasoning patterns (ReAct, self-reflection, hierarchical delegation).
• Vector Databases & RAG: Hands-on experience with RAG: Agent Search, Agent Retrieval, Cloud SQL / AlloyDB, BigQuery, and leading market solutions.
• Guardrails & Semantic Security: Implementation of Guardrails layers and semantic security to actively mitigate prompt injection, jailbreaks, and PII/sensitive data leakage, as well as output validation and hallucination detection (e.g., Model Armor).
• Observability & LLMOps: Proficiency with Langfuse and AgentOps for granular tracing of agentic and A2A workflows, tracking LLM metrics (latency, cost, tokens/sec), and continuous monit
