Llm Applications Engineer Mcp

Turn LLM concepts into shipped features using MCP, tool calling, and evaluation methods for Brilliant Harvest’s remote-first platform.This AI Engineer role suits an engineer with a few years of experience building AI-powered applications. You will create agents that make decisions, take actions, and complete multi-step work. Your scope includes orchestration, memory, integrations, RAG, document ingestion, and production LLM features. You will collaborate with Product, Data, Design, and QA while receiving hands-on mentorship from the Lead AI Engineer.Key Responsibilities:
Build agents that plan, call tools, and complete complex tasksIntegrate MCP servers with guardrails and human review checkpointsPrototype LLMs, frameworks, and tooling for technical decisionsMaintain datasets, LLM-as-judge checks, and regression evaluationsCommunicate progress, blockers, and tradeoffs across teamsRequirements:
Experience building LLM agents and multi-step orchestrationHands-on generative AI, RAG, embeddings, or vector search experienceProduction experience with at least one AI feature preferredThree-plus years’ professional software engineering or data science experienceClear communication and constructive feedback practicesUse LLM agents, MCP integrations, and evaluation discipline to deliver dependable AI applications for Brilliant Harvest customers.
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