GenAI Devops Engineer

1 week ago


Pune, India Vantageiq Technologies Opc Full time

Job Description We are seeking a highly experienced GenAI DevOps Engineer to join our dynamic team in Pune. The ideal candidate will have a strong background in building, deploying, and optimizing Generative AI applications on AWS Bedrock, along with expertise in DevOps practices. You will be responsible for automating infrastructure, managing CI/CD pipelines, and ensuring high performance and reliability of AI models. Key Responsibilities: Design, develop, and deploy Generative AI applications leveraging AWS Bedrock and SageMaker. - Automate infrastructure provisioning and deployment processes. - Build and maintain robust CI/CD pipelines using CodePipeline and CodeBuild. - Monitor application and model performance using CloudWatch, Prometheus, and Grafana. - Optimize AI models for performance, scalability, and cost-efficiency. - Work with RAG (Retrieval-Augmented Generation) tools such as LangChain, Haystack, and LlamaIndex for building advanced AI solutions. - Collaborate with data scientists and developers to streamline model deployment and monitoring. Required Skills: - Extensive hands-on experience with AWS Bedrock and SageMaker. - Strong expertise in CI/CD tools: CodePipeline, CodeBuild. - Proficiency with monitoring tools: CloudWatch, Prometheus, Grafana. - Experience with RAG frameworks like LangChain, Haystack, and LlamaIndex. - Solid understanding of DevOps best practices and automation. - Ability to troubleshoot and optimize AI deployment pipelines. - Excellent problem-solving and communication skills. Preferred Skills: - Knowledge of containerization (Docker, Kubernetes). - Familiarity with scripting languages (Python, Bash). - Experience with cloud security best practices. - Understanding of machine learning lifecycle management. Mandatory Skills: - AWS Bedrock and SageMaker expertise. - CI/CD pipeline automation. - Monitoring and performance optimization. - RAG-based application development.


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