What skills are needed for machine learning jobs?

To work in machine learning you need skills in programming (especially Python or R) mathematics (like statistics and linear algebra) and data analysis. Understanding machine learning algorithms and deep learning frameworks (like TensorFlow or PyTorch) is important. You should also have basic software development knowledge problem-solving skills, and the ability to communicate complex ideas clearly. Familiarity with the specific industry and cloud platforms for deploying models is beneficial.