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 skilled 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.

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