Authors - Kritika Singhal, Khushi Madeshiya, Utkarsh Upadhyay, Siser Pratap Singh, Surendra Kr. Keshari, Veepin Kumar Abstract - The integration of artificial intelligence in the academic en vironment has been rapidly growing since late 2022. One of the most widely adopted artificial intelligence tools in engineering is the large lan guage model. By using large language models, the engineering students can generate assignment answers, solve problems through code, and ex plain engineering concepts. Unlike traditional approaches, the large lan guage models can reduce time and simplify the students’ work. Many researchers have worked on artificial intelligence tools, most specifically large language models for engineers. This paper reviews the literature on the application of artificial intelligence tools in the following five areas of engineering education, which include programming, problem-solving in the core subjects, intelligent tutoring, technical writing, and simula tion support. Further, this paper discusses the main challenges of large language models in engineering education. Finally, this article concludes by outlining the future scope of large language models in engineering.