The role of AI Engineer at Clera is pivotal in developing and deploying deep learning models for industrial robotics applications. Key responsibilities include training models, improving architectures, supporting deployments, and collaborating with the ML and robotics team. A minimum of one year of experience in training deep learning models using Python and PyTorch is required, along with familiarity with Docker and Linux environments.