A machine learning developer is responsible for developing and implementing algorithms that allow machines to learn from data. This can involve supervised learning, where the algorithm is given a set of training data, or unsupervised learning, where the algorithm must learn from data without any labels. The developer must also be able to evaluate the performance of the algorithms and improve them over time.