Key skills for a data analyst A high level of mathematical ability. Programming languages, such as SQL, Oracle and Python. The ability to analyse, model and interpret data. Problem-solving skills. A methodical and logical approach. The ability to plan work and meet deadlines. Accuracy and attention to detail.