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The Sr. Software Development Engineer in Machine Learning at AWS Kubernetes is responsible for building and operating an infrastructure platform for training, fine-tuning, and inference of AI models. This role involves collaboration with various stakeholders, including AI labs and Fortune 500 companies, to enhance the EKS experience for users. The position emphasizes mentorship, knowledge-sharing, and career growth within a supportive team environment.