Lead agentic AI architecture at Robots & Pencils, using Python, AWS, and production-focused engineering judgment across end-to-end systems. As a Staff AI Builder, you will lead AI/ML system design, model development, optimization, and integration. You will guide architectural decisions, establish engineering standards, and shape reliable, secure, scalable systems. Your work spans agentic workflows, RAG pipelines, evaluation, observability, and cloud-native services. Key Responsibilities:

Design agentic workflows across single-agent and multi-agent architectures Build RAG pipelines with embeddings, OpenSearch, and re-ranking Integrate AWS Bedrock, Agent Core, and MCP-based tools Develop production prompts, evaluations, guardrails, and tracing Own features, releases, debugging,



hardening, and production reliability Requirements:

Six-plus years of qualified software engineering experience Production experience shipping GenAI or LLM-powered systems Hands-on depth with tool calling and agent orchestration Practical RAG expertise, including vector search and re-ranking Experience with AWS Bedrock, Lambda, DynamoDB, SQS, and EventBridge Shape trustworthy AI systems through agentic architecture, RAG, evaluation, observability, and technical leadership at Robots & Pencils.

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📌 Staff Agentic AI Engineer (Winnipeg)
🏢 Robotsandpencils
📍 Winnipeg