The role of Research and Development Scientist at Mercor involves designing complex physics problems to assist in AI research. Key responsibilities include preparing detailed problem statements and evaluating model performance to identify failures. Candidates must possess a PhD in Physics or a related field and demonstrate strong mathematical and analytical skills.