With the continuous development of artificial intelligence (AI), data annotation has evolved from an initial single data processing link into a core element driving the development of the digital economy, and even become an important basic support for high and new technologies. This article provides an in-depth analysis of the current data annotation industry from multiple perspectives, aiming to serve as theoretical references for talent development and the industry’s improvement.