Basically all of social engineering is to get exactly what you're talking about, a "head start"
Go to their LinkedIn: does the head engineer have MySQL version X on his skills, resume, job description, etc? Maybe somebody even endorsed them for it? "Wow they are THE best database administrator"
Now you know who you need to hack for their database access AND what zero days to research.