development: Usage of LLM models for application, Agentic implementation, usage of tools to integrate data into LLM context, MCP

and potentially multi-agent workflows (MCP and LangGraph are relevant). Cybersecurity in depth (for systems and networks, finding

, including MCP/tool abstraction, credential management and enterprise API integration Contributing to AgentOps and GenAIOps

for stakeholders at all levels. Familiarity with AI technologies (such as LLMs and MCP), data ingestion methods and marketing

. You will combine Site Reliability Engineering practices with modern agentic AI (reusable Skills, Model Context Protocol (MCP), and LLM..., and maintain production-grade AI agents, MCP tool integrations, and deterministic evaluation pipelines for automated operational

AI integration patterns such as Model Context Protocol (MCP) or AI Gateway capabilities. Microsoft certifications such as: Azure

-governance environments, agent frameworks, MCP, RAG, and vector search, Kubernetes and modern observability, and real-time

experience, including technologies such as MCP, RAG, agent orchestration, evaluations and observability tooling

) Azure Container Apps Azure AI Search Model Context Protocol (MCP) services and supporting infrastructure Establish

, including MCP Establish secure, standardised best practices across data warehousing, integration and AI tooling Define inter... ingestion, streaming and processing technologies, API design, graph databases, and AI-enabled solutions including MCP

tooling — Cursor, Codex CLI, Cline, Aider): writing custom skills, building subagent systems, implementing MCP servers... (or equivalent agentic CLI tooling) skills, subagents, and MCP servers that become the standard AI tooling distributed to all client

AI integration patterns such as Model Context Protocol (MCP) or AI Gateway capabilities. Microsoft certifications such as: Azure

Enterprise Agent Platform, ADK) AI evaluation or AI security experience. Agentic development experience (MCP, multi-agent

, including MCP Establish secure, standardised best practices across data warehousing, integration and AI tooling Define inter... ingestion, streaming and processing technologies, API design, graph databases, and AI-enabled solutions including MCP

management Experience setting up and connecting AI tools, e.g. building agentic workflows and/or configuring MCP servers

Enterprise Agent Platform, ADK) AI evaluation or AI security experience. Agentic development experience (MCP, multi-agent

developer portal. The Platform also offers AI Gateways, enabling API teams to onboard MCP servers and tools, manage credentials

such as MCP/API. This is an emerging commercial channel. Its core capabilities span the data models, taxonomies and integrations... and direct commercial sales, the platform is open - customers and partners can build on top of it through MCP and API access

agent skills, harnesses, MCP servers, or prompt libraries Experience defining evals, guardrails, or review practices

agent skills, harnesses, MCP servers, or prompt libraries Experience defining evals, guardrails, or review practices