, 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

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

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

, 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

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

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

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

, and configuring MCP servers for test infrastructure Experience with modern test frameworks and tooling (Jest, Playwright, Cypress

, LLM integration, MCP, agentic workflows, model evaluation, fine tuning. Cloud infrastructure expertise in the deployment

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

by AI and using AI assisted development (including prompt driven workflows and MCP servers) to reduce context switching and accelerate

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

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

Functions and queue/event-driven patterns Integrate with existing **AI agents, tools and MCP-based services Build foundations... engineering and code review Experience building AI/LLM applications, AI agents, tool-calling architectures or MCP integrations

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

and business outcomes. Data & Integration Understand APIs, MCP servers and connectors that enable secure access to business...-based solutions. Awareness of emerging concepts such as Model Context Protocol (MCP), Retrieval Augmented Generation (RAG

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