The role of Senior Machine Learning Engineer at Berlitz involves building AI services for their global online learning platform, focusing on real-time speech practice and feedback. Key responsibilities include modeling and evaluating machine learning systems, integrating generative AI and large language models, and managing edge and cloud deployments. The position requires extensive experience in machine learning, proficiency in various programming languages, and strong communication skills.