The role of ML Research Engineer at Callosum focuses on building advanced AI systems through application-aware orchestration across various models and hardware. The engineer will design and conduct experiments to better understand the failures of agentic systems and develop solutions that enhance intelligence, cost efficiency, and reliability. A strong background in large language models (LLMs) and experimental research methods is essential for success in this position.