How do you skip the coding challenge?

I noticed that some companies would let me skip the coding challenge if I have a combination of the following - Referrals - Competing offer deadline But it's still a bit hit and miss. Does it get better with experience/seniority/prestige? TC: 160 + 50 signing, new grad