Note: The job is a remote job and is open to candidates in USA. 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
Skills
- 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
Company Overview