Jessica, going private on LinkedIn isn't as safe as you think. @grayr72 mentioned his friend's name change, but that can actually flag your account. LinkedIn's algorithms are pretty good at connecting dots through your email or phone contacts. Even with a private profile, mutual connections might still give you away. It's a ton of effort for something that could backfire badly. If your current job finds out, it just looks like you're hiding something.