We have compiled the key points, which the employers generally look for while hiring data scientists: Education: Data scientists have more PhDs than any of the other job titles. So, getting a degree will be beneficial. Getting certified also adds to it. Programming: Python is a great programming language for data scientists. So, it is important to learn Python Basics before you start learning any data science libraries. Machine Learning: After preparing the data, deep learning is used to analyze the patterns and find a relationship. Having ML skills is a must. Projects: The best approach to learn data science is by practising with real-world projects so that you can build your portfolio.