The Staff Machine Learning Engineer will play a crucial role in enhancing Bolt's AI applications, focusing on improving the quality and effectiveness of customer support automation. This position involves leading the alignment of AI systems with business goals and customer standards while building knowledge mining capabilities from operational data. The candidate must possess strong experience in retrieval-augmented systems and the ability to create feedback loops for continuous improvement.