At GRAIL, we use the Go programming language for most of our bioinformatics, data processing, and machine learning tasks. Go’s simplicity makes it easy for newcomers to learn; its transparent runtime semantics makes it easy to reason about performance; and its ability to control data layout and allocation makes it possible to write highly performant data processing code.