Most systems I've worked with have a core piece that embodies the "hard" algorithm (as you say). The 80-90% of code required to make most user-facing systems work is not "hard" algorithm code in my professional experience. Why does every developer at a company that works on "medical devices, driverless cars, AI / game development, image manipulation, fraud detection, machine learning, data mining, scheduling" need to go through the same interview?