Warm Intros Into AI Labs (Non-Research Roles)
Non-research roles at frontier labs get flooded with cold applicants and filled through referrals. The honest fix is not a better resume, it is finding the one current employee who already shares something with you.
Find Your Warm Intro →Free · No sign-up · See results in ~10 seconds
A plain LinkedIn search buries the people who would actually help you.
It ranks by prominence, so the most-followed, most-messaged names sit on top. FindWarmIntros surfaces the coworkers who share your school or a past employer - the people most likely to reply - and hands you a ready-to-send intro.
✍️ Ready-to-send intro“Hi - we both studied at [your school]. I’d love to hear about your path to a company you are targeting before I apply…”
… plus everyone else in your network who can put in a good word.
See who can refer you in - pick a tech target:
Why non-research roles are the referral bottleneck
Frontier labs get tens of thousands of applications for a handful of recruiting, ops, GTM, and infra openings. Unlike a research role, where a paper or a benchmark score speaks for itself, these functions have no public artifact a hiring manager can quickly verify. So the fastest trusted signal is a current employee saying I worked with this person and they are good.
That is why referral demand is highest exactly here. The team is small, every hire is high-leverage, and a bad ops or GTM hire is expensive to unwind. A warm intro does not skip the bar, it just gets your file read by a human instead of dying in a queue.
How to actually land the intro
The mistake is asking a stranger at the lab to grab coffee and share advice. That costs them an hour and gets you nothing. Ask a warm connection for a specific, cheap action instead.
- Find the shared thread first. A former coworker, a school alum, or someone who overlapped with you at a past company is far likelier to reply than a cold recruiter DM. The overlap is your permission to reach out.
- Name the exact req. Send the specific job link and one line on why you fit it. A referral form usually asks for a role ID, so handing it over turns a maybe into a two-minute submit.
- Make the yes cost 30 seconds. Draft the blurb they can paste into the internal referral tool. Do not make them summarize you, do it for them and let them edit.
- Lead with the share, not the ask. Open with the thing you have in common and a genuine reason you want the team, then ask. People refer people they can place, not people who open with give me a job.
Finding the right person to ask
The hard part is not writing the message, it is figuring out who at the lab you already have a real connection to. Scrolling LinkedIn company pages by hand is slow and you usually miss the best paths, like a two-jobs-ago coworker who quietly joined last year.
This is the finding-and-ranking part FindWarmIntros does for you. You give it the lab and your background, and it surfaces the current employees you share a school or past employer with, ranks them by how warm the path likely is, and drafts an intro you can edit. You still send it and build the relationship, the tool just removes the search.