The role of Machine Learning Research Engineer Intern at Perplexity focuses on enhancing search quality through advanced AI models and techniques. Key responsibilities include pushing search quality forward, training and optimizing deep learning models, conducting research in representation learning, and building RAG pipelines for effective answer generation. Candidates should possess a strong background in PyTorch, search and retrieval systems, and a publication record in AI/ML conferences.