The role of Research Engineer at Anthropic involves designing and running large-scale experiments in reinforcement learning to understand and mitigate bottlenecks in model training. The successful candidate will be responsible for creating benchmarks for long-horizon RL and translating research findings into practical training recipes for production. Candidates should possess strong empirical research skills, proficiency in Python, and an understanding of large-scale ML systems.