You must have a bachelor's degree in computer science, data science, or a relevant field. Learn different types of annotations, like video, audio, text, and image. Furthermore, get hands-on experience with data annotation tools like labellmg, VGG Image Annotator, and Amazon Sagemaker Ground Truth. Learn programming languages like Python, TensorFlow, PyTorch, and Scikit-Learn.