Second-degree LinkedIn connections are the job search secret weapon that most people underuse. They have enough of a shared context with you to respond to an outreach message, but they are not so close that asking for help feels awkward. The sweet spot for networking is almost always second-degree, not first or third.
How to find them
Use LinkedIn Advanced Search. Filter by company name, set the connection degree to second, and add your target role or function as a keyword. Sort by most connected to your network — the contacts you share with mutual connections are the warmest. Make a list of five to ten people per target company to reach out to.
The message that gets a response
Keep it short and specific. Your situation in one sentence. Your reason for reaching out to them specifically in one sentence — this must be personal, not a template ("I saw you worked in operations before moving into PM, which is exactly the transition I am navigating"). One specific ask — a 15-minute call or one question they can answer via message. Do not ask for a referral yet. That comes later.
What to talk about in the call
Research the company before you get on the call so you can ask specific questions about their product, their team structure, or their hiring process. Generic questions signal that you did not prepare. Showing that you have done your homework signals that you would be the kind of person who shows up prepared on the job. End every call by asking if there is anyone else at the company they would suggest speaking with.
The natural pivot to referral
After a strong conversation, people often offer to refer you or pass your resume along without being asked. If they do not offer, wait one to two weeks and then ask naturally: "I am going to apply formally for the role — would you be comfortable passing along my resume to the hiring manager or recruiter?" Most people who had a good call with you will say yes.
What happens when you apply via referral
Your application goes directly to the hiring manager or recruiter with a warm endorsement attached. Most companies have formal referral programs that pay employees a bonus for successful hires — so the person referring you has a financial incentive to do it well, not just a social one. Referred candidates move to interviews three to four times more often than cold applications. That is why building this pipeline before you apply is the highest-return activity in any tech job search.