The Machine Learning Research Engineer position at Perplexity focuses on developing advanced search technologies with an emphasis on retrieval and ranking. The role involves a variety of responsibilities such as optimizing large-scale deep learning models, conducting research in representation learning, and deploying scalable models. Candidates are expected to have a strong background in search systems, machine learning frameworks like PyTorch, and a proven track record in relevant research area