The Senior 3D Designer role at Contra Labs aims to evaluate and enhance AI-generated 3D scenes and interactive environments. Key responsibilities include providing structured feedback on various aspects of scene quality, defining benchmarks for excellent 3D experiences, and identifying failure modes in AI-generated work. A strong portfolio and understanding of 3D design principles are essential, alongside the ability to communicate feedback effectively.