Postgraduate degree in Machine Learning, Mathematics, Computer Science, or related quantitative field 5+ years experience in Python 3+ years experience in machine learning research, with a focus on speech 3+ years experience training or deploying neural networks Significant experience with machine learning libraries like PyTorch, Tensorflow, Scikit-Learn Experience with building and operating production-ready ML systems Ability to lead design and implementation of major software components, systems, and features Experience with cloud technologies (Google Cloud, AWS, Modal) Experience with Docker containers Experience with container orchestration technology such as Kubernetes