Python Coding. Python is the most common coding language I typically see required in data science roles, along with Java, Perl, or C/C++. ... Hadoop Platform. ... SQL Database/Coding. ... Apache Spark. ... Machine Learning and AI. ... Data Visualization. ... Unstructured data. ©