Senior AI Agent Engineer HCLTech · New, · via Talent.com

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