Necessary Skills for Data Scientists Data scientists must have a set of specialized skills.

Critical Thinking: Thinking critically about a problem helps data scientists formulate hypotheses and narrow down data sets to offer accurate insights. Programming: While generalized computer skills still form part of a data scientist’s qualifications, they need to know far more about computers than other professions. Learning the syntax and forms for languages such as R, Python, and C# offers data scientists the ability to automate data processing. With the sheer size of the data pools these scientists deal with, programming is a core skill. Mathematics: Data scientists should have a strong background in linear algebra, calculus, and statistics. Many companies require data scientists to have an advanced degree in mathematics or a related field.