QuantCell is an end-user programming environment for data scientists that allows them to build sophisticated analysis, models, and applications more efficiently. It provides formula completion and recommendation engines to simplify access to algorithms, data sources, and compute power for non-programmers. QuantCell takes the familiar spreadsheet environment and brings the power of programming languages and big data frameworks to enable more organizations and users to benefit from big data analysis.