AI Automation Engineer (Claude Code & AI Agents)

Bamboo Works is a fast-growing marketing and operations company seeking an AI Automation Engineer to build AI-powered systems across multiple businesses. The role involves designing, building, and improving AI workflows and automation systems, while working closely with leadership to enhance business processes.

Responsibilities:

• Design, build, and maintain production-ready AI agents using Claude Code and modern LLM technologies
• Develop modular agent-based systems capable of handling complex business workflows
• Build reusable AI frameworks that can scale across multiple businesses
• Design human-in-the-loop workflows with approval and exception handling
• Continuously improve agent performance, reliability, and accuracy
• Build advanced automation workflows using tools such as n8n, Make, and APIs
• Integrate CRM, marketing platforms, databases, communication tools, and internal systems
• Develop event-driven workflows using webhooks and APIs
• Design structured automation architectures that are maintainable and scalable
• Troubleshoot and optimize automation performance
• Develop AI-assisted coding workflows using Claude Code
• Build prompt libraries, structured outputs, and reusable AI components
• Implement model routing and orchestration strategies
• Design memory and long-term context management for AI agents
• Build observability, monitoring, logging, and evaluation into AI systems
• Optimize token usage, latency, and operational costs
• Support deployment using Docker, cloud platforms, and modern development workflows
• Analyze operational workflows and identify automation opportunities
• Translate business requirements into scalable technical solutions
• Build AI systems supporting marketing, reporting, customer operations, and business intelligence
• Document systems, architecture, and best practices
• Collaborate closely with leadership to prioritize and deliver automation initiatives

Requirements:

• 3+ years of experience building AI-powered applications, automation systems, or intelligent workflows
• Strong experience with Claude Code and AI-assisted development
• Solid programming skills in Python
• Experience working with REST APIs, JSON, and Git
• Experience building AI agents and multi-agent workflows
• Hands-on experience with workflow automation platforms such as n8n or Make
• Strong understanding of prompt engineering and structured outputs
• Experience integrating multiple SaaS platforms using APIs and webhooks
• Understanding of LLM architecture and AI workflow design
• Experience debugging, testing, and optimizing AI systems
• Familiarity with deployment concepts such as Docker, cloud environments, and scalable infrastructure
• Excellent problem-solving skills and strong written and verbal English communication
• Experience with vector databases and embeddings
• Experience with monitoring, logging, and observability tools
• Knowledge of AI evaluation and benchmarking techniques
• Experience with CRM, marketing automation, or business systems
• Experience within eCommerce, SaaS, or subscription-based businesses
• Understanding of SEO, marketing automation, or growth systems