platforms (AWS preferred) Awareness of emerging AI tooling (e.g. MCP, A2A, Threads or similar) Open-source contributions

databases and semantic search pipeline design. Experience with Model Context Protocol (MCP). Experience with large-scale

workflows (e.g., multi-agent systems, MCP servers) that drive measurable Return on Investment (ROI). Architect and code the

within divisional environments - including MCP integration, IDE setup and workflow automation - to the point where teams can self-serve... for us” to “let's figure out why and how to fix it”. Useful Experience Experience with MCP (Model Context Protocol) server

. Experience designing agentic or autonomous infrastructures with observability for AI agents. Familiarity with MCP and A2A

smarter. Drive data interoperability — enable third-party data integration with Celeste via MCP and agent-to-agent

. Exposure to MCP (Model Context Protocol) or AI orchestration frameworks. Experience building internal AI platforms

& Tooling (e.g. MCP, Q-score) Set and agree minimum standards for controlled adoption of emerging tooling, including...: MCP (integration/orchestration patterns) Q-score / quality frameworks semantic model analysis tooling Define

advanced AI/ML and GenAI solutions, including working with LLMs, RAG, MCP, agents or similar patterns in practical environments

, orchestration, and agent-to-agent (A2A) interaction patterns) Model Context Protocol (MCP) & Integrations: Experience integrating... agents with enterprise tools and data sources using MCP or equivalent context-sharing patterns Knowledge Graphs & Reasoning

alignment. Automation & Productivity Use MCP (Model Context Protocol) integrations and automation tooling to publish... to code comprehension, documentation generation, and query resolution. Awareness of MCP (Model Context Protocol) and API

with AI agent identity and non-human identity Familiarity with MCP, agent skills, and other agent integration concepts Experience

& Infrastructure Set up, configure, and maintain MCP (Model Context Protocol) servers that connect AI systems to internal tools... and hosting applications across cloud infrastructure (AWS/GCP) Hands-on experience with AI Concepts like MCP, AI Agents

, and securing MCP servers at scale. Understanding of multi-agent systems and their applications in complex problem-solving

Develop MCP (Model Context Protocol) servers that give AI agents structured, secure access to enterprise systems including... Integrations and platform connectivity Design and implement integrations between HR systems using REST APIs and MCP server

documentation or systems AI-consumable — structured metadata, LLM-friendly docs, agent/MCP workflows. Monorepos (Nx, Turborepo

of agent communication protocols and interoperability patterns, such as MCP and A2A Ability to balance innovation

patterns and MCP-based integrations. Mentor developers and improve team capability across C# / .NET, OpenShift, MongoDB, SQL... development tooling, integrated agentic coding assistants and prompt engineering; experience designing agentic workflows or MCP

administration, or identity data modelling Experience with AI agent identity and non-human identity Familiarity with MCP, agent

agents, agentic harnesses, MCP, in-platform AI in Snowflake and Databricks, and the JHOS / NEXUS platform Percepta... agents, agentic harnesses, MCP, model releases, benchmarks, DORA and industry research - and translate what matters