Senior Software Engineer II, Applied AI

The role

You will build AI agents that automate workflows for internal teams. You will design, deploy, and scale these agents using LangGraph and Amazon Bedrock AgentCore.

What you will do

• Design and build production-grade AI agents with LangGraph to automate multi-step workflows
• Deploy, run and scale agents on Amazon Bedrock AgentCore
• Partner with internal teams to find high-impact workflows and turn them into agent-driven solutions
• Integrate agents with internal systems, APIs and third-party tools
• Build evaluation, observability and guardrail frameworks
• Establish reusable patterns, shared tools and best practices
• Own agents end to end from prototype to production
• Drive adoption through clear documentation, training and enablement

Required qualifications

• 6+ years of back-end development experience with Python, TypeScript/Node.js or Java
• Hands-on experience building and shipping LLM-powered agents or workflows
• Production experience with at least one agent or LLM framework, such as LangGraph, LangChain, LlamaIndex or AutoGen
• Solid understanding of AI architectures like RAG, reranking and multi-agent orchestration
• Security-first mindset regarding data access, permissions and failure modes
• Strong product sense and communication skills
• Comfort with ambiguity and an ownership mentality

Nice to have

• Experience with LangGraph specifically
• Experience running AWS workloads in production
• Knowing how to design for, deploy on and get the most out of Amazon's services, ideally including Amazon Bedrock AgentCore

Benefits

• Unlimited Paid Time Off
• Work from anywhere in Canada and USA
• Health and Dental benefits
• Up to $1,500 USD/ $2,025 CAD towards IT set up for your home
• Up to 2% matching RRSP / 401K
• Learning and Development opportunities
• Up to $50 USD/ $67.50 CAD towards Internet/Cell phone service

Before you apply

• Unable to sponsor or take over sponsorship of employment visas or work permits
• Applicants must be currently authorized to work in the country from which they will perform the work

About the company

Wrapbook is the AI platform for production finance. The team is using AI to transform how finance teams work for feature films, TV, and commercials.