Lead agentic AI architecture and production delivery at Robots & Pencils, using Python, AWS, and LLM engineering expertise across global teams.As a Staff AI Builder, you will own AI and machine learning systems end-to-end while guiding architectural decisions. You will design agentic workflows, develop and optimize models, solve integration challenges, and establish engineering standards. Your work will support reliable, secure, and scalable systems for enterprise operations.Key Responsibilities:

Design agentic workflows, reasoning loops, and tool-calling architecturesBuild RAG pipelines using embeddings, OpenSearch, and re-rankingIntegrate AWS Bedrock, Agent Core, and MCP-based toolsDevelop evaluation, observability, prompts,



and failure-handling systemsLead architecture decisions, mentoring, debugging, and production releasesRequirements:

6+ years of qualified software engineering experienceProduction experience shipping GenAI or LLM-powered systemsHands-on agentic AI and multi-agent orchestration expertisePractical RAG, evaluation, observability, and prompt engineering experienceExperience with AWS Bedrock, Lambda, DynamoDB, S3, and SQSApply your staff-level leadership, agentic AI expertise, and AWS engineering skills to production systems at Robots & Pencils.

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