The Staff Machine Learning Engineer, AI Applications at Bolt Technology will play a crucial role in enhancing the quality of AI-driven customer support systems. Key responsibilities include aligning AI system behavior with business goals, developing knowledge mining capabilities, and implementing evaluation strategies for LLM-powered systems. The ideal candidate should possess hands-on experience in knowledge-based AI applications and demonstrate strong strategic and analytical skills.