Explore the unique challenges of engineering in data science through a 17-minute talk by Sunny Manoleva and Rory Graves from the Trade Desk, presented at the Data Science Festival Sandbox Sessions in 2023. Gain insights into the fundamental differences between traditional engineering and engineering for data science from both an engineer's and a data scientist's perspective. Discover how these two disciplines intersect and complement each other in this exciting and challenging field. Learn about the crucial role engineering plays in achieving data science goals and the innovative approaches required to tackle complex problems in this interdisciplinary domain.