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Capgemini Singapore is seeking a Full Stack Engineer specializing in Generative AI to develop and maintain innovative applications, including chatbots and AI systems. The ideal candidate should have strong experience in cloud services and full stack development, particularly in AWS, GCP, and Azure environments.
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Job Summary
This role involves developing full-stack components for Gen AI applications such as RAG chatbots and autonomous agent systems.
Candidates must possess strong expertise in integrating Large Language Models across AWS, GCP, and Azure cloud environments.
Capgemini offers flexible work practices, 40 hours of self-development annually, and a commitment to diversity and sustainability.
Matching Summary
Match Score: 75
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Capgemini Singapore is seeking a Full Stack Engineer specializing in Generative AI to develop and maintain innovative applications, including chatbots and AI systems. The ideal candidate should have strong experience in cloud services and full stack development, particularly in AWS, GCP, and Azure environments.
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Skills & Requirements
Must-have
AWS Bedrock experience
TypeScript and Next.js frontend
Python backend development
Multi-cloud architecture (AWS, GCP, Azure)
LLM integration and API design
Agentic AI workflow implementation
Automated testing for LLM hallucinations
Nice-to-have
LangGraph or AutoGen framework knowledge
Prompt engineering strategies
Docker and Kubernetes containerization
ReAct reasoning patterns
UX/UI design for AI interfaces
Cloud cost optimization strategies
Model evaluation metrics (BLEU, ROUGE)
Key Requirements
Strong experience with AWS Bedrock services
Proficiency in TypeScript, Next.js, Python, and Node.js
Experience with automated testing frameworks for AI models