[NotPhysicsPhd]

But there is a shortage of good programmers. By engineering/scientists in my previous comment, I meant every kind of engineer and scientist.

From my experience, IT companies only differentiate CS, electric engineers and computer engineers for entry/junior level it jobs from the rest of the engineering and scientist. Biochemists, civil engineers, physicists, chemical engineers, industrial engineers, etc. Are all the same for the HR and assume you have 0 coding skills.