The role of Robot Learning Engineer at Rohlik focuses on developing training datasets for robotic systems to automate grocery fulfillment processes. Responsibilities include creating capture specifications, establishing metrics for evaluating hand pose signals, and building evaluation frameworks to ensure data trainability. Candidates should have experience with PyTorch, computer vision, and debugging camera calibrations, along with a proactive approach to decision-making.