Hiring highly-qualified, high-performing, results-driven, culture-aligned engineers can be a challenge for any company. However, the process of hiring individual contributors (ICs) is a well-trod path given that cohort comprises the vast majority of engineering hires; managing the sheer volume of people who compete for those positions means that the associated processes that must exist to source, filter, validate, and ultimately hire them are quite robust at this stage.