The Senior ML Engineer role at Nebius focuses on conducting applied AI research and developing innovative solutions in machine learning. Key responsibilities include conducting experiments for training large language models, exploring guided generation methods, and mining relevant data at web scale. The role requires substantial experience in training large models, strong software engineering skills, and a deep understanding of machine learning theories.