Engineers commonly use various branches of mathematics, including trigonometry, algebra, calculus, and linear algebra, with trigonometry being frequently highlighted. Key formulas often involve relationships between different dimensions, such as using the Pythagorean theorem to connect slope, horizontal, and vertical distances. The discussion emphasizes the importance of understanding series and their applications in engineering calculations. Different engineering fields may require specialized knowledge, such as Galois fields for electrical engineers or Fourier transforms for those in optics and communications. Overall, a broad mathematical foundation is essential for adapting to the diverse challenges engineers face throughout their careers.