The ML Inference Engineer role at Spaitial involves overseeing the backend systems that support innovative world models, crucial for delivering reliable and scalable AI solutions. Key responsibilities include optimizing inference services, enhancing performance, and deploying advanced research models. Candidates should have over three years of relevant software engineering experience, particularly with production APIs in AI contexts.