The Machine Learning Research Engineer Internship at Perplexity aims to enhance search quality through innovative research and model optimization. The intern will be responsible for training and optimizing large-scale deep learning models using PyTorch, conducting research in representation learning, and building RAG pipelines. Required qualifications include a solid understanding of search and retrieval systems, proficiency in PyTorch, and a publication record in AI/ML.