Senior AI Agent Engineer

Key Responsibilities:

• Build agents using AWS Strands SDK, Bedrock AgentCore SDK, and CrewAI

orchestration

• Develop agent logic and troubleshooting using strong Python skills

• Implement comprehensive evaluation frameworks for model performance and RAG

quality

• Create backend services with Python and integrate with platform APIs

• Build frontend experiences using React JS and Node JS frameworks

• Manage source code with Git/Bitbucket using agile development practices+D3

• Design and debug agent behaviors for production reliability and business outcomes

• Integrate domain-specific RAG pipelines and evaluation metrics

• Consume platform services (gateways, MCP tools, observability) following security

patterns

Required Skills & Experience:

• 10+ years Python development with AI/ML frameworks (CrewAI, LangChain, or

equivalent)

• Hands-on experience building production agents with Bedrock AgentCore SDK , Strands

SDK/Crew AI

• Strong evaluation framework development (LLM judging, RAG metrics, agent success

criteria)

• Full-stack development experience (React JS frontend, Node JS/Python backend)

• Agent debugging and observability skills for complex multi-agent workflows

• Experience consuming enterprise API platforms (REST/GraphQL/OAuth2) securely

Nice to Have:

• Domain expertise in financial services use cases for agentic AI

• Multimodal agent development (text + image/audio processing)

• Previous CrewAI production deployments with custom tools and memory managemen