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

Senior AI Agent Engineer