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mandatory skills description:
* llm,
* mcp,
* autonomous ai agents
project description:
* customer is looking for ai engineer
responsibilities:
* to design and build intelligent, agent-based systems leveraging model context protocol (mcp) and advanced llm frameworks. This role focuses on developing autonomous ai agents capable of tool use, memory management, multi-step reasoning, and system orchestration across enterprise environments.
* the ideal candidate will architect scalable agentic workflows, integrate apis and data sources via mcp standards, implement context-aware memory systems, and ensure safe, reliable ai execution. Responsibilities include prompt engineering, tool integration, evaluation frameworks, guardrail implementation, and performance optimization.
* strong experience with llm ecosystems (e.g., openai apis), multi-agent architectures, retrieval-augmented generation (rag), and production-grade deployment is required. Familiarity with ai safety, monitoring, and human-in-the-loop systems is highly preferred.