AI Lab Referrals

Warm Intro to an AI Lab Research Engineer

Cold applications to top AI labs get screened by volume, not by fit. The honest path is one alum who already ships models there and can vouch for you in a single Slack line.

Find Your Warm Intro →

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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.

Example - what you’ll see

Someone who works at your target company

🎓 Same university as you · 💼 Shared past employer

🔥 Strongest

A recruiter at your target company

🎓 Same university as you

🎓 Alumni

✍️ 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:

Short answer: Find an alum from your school or a past employer who currently publishes papers or ships models at the lab, not a random recruiter. Message them leading with the exact thing you share and one concrete detail of their recent work, then make the ask a 30-second forward: a two-line blurb they can paste to their hiring manager. A research engineer who joined a channel Slack thread beats a resume in a stack of ten thousand.

Why an alum who ships models beats the careers page

At OpenAI or Anthropic, internal referrals from technical staff are read differently than applications. A research engineer who says 'I worked with this person, they are strong' moves your resume out of the automated pile and onto a hiring manager's desk. That signal is scarce, and it comes from people who do the work, not from recruiters.

The person you want is specific: an alum from your university or a former team who currently has their name on a paper, a model card, or a shipped feature at the lab. They understand the exact bar because they cleared it, and their referral carries weight precisely because they are inside the research org, not adjacent to it.

How to find the right alum and reach them

Start from overlap you can prove, then narrow to people whose recent output matches the team you want. The goal is one warm, credible path, not a hundred cold ones.

Filter for shipped work, not titles. Search the lab's recent papers, model cards, and release notes for names, then cross-check who shares your school or a past employer. Someone with a commit or a citation is a live signal; a generic 'Engineer at OpenAI' profile often is not.
Lead with the shared thing, never the ask. Open with the concrete overlap ('we both did the Michigan EECS program' or 'you were at Stripe when I was') and one specific line about their recent work. This buys you 30 seconds of genuine attention.
Make helping you cost almost nothing. Do not ask for a call or advice. Ask them to forward a two-line blurb plus your resume to the right hiring manager. Write the blurb for them so a busy engineer can paste it and be done.

Let FindWarmIntros do the finding and ranking

The slow part is locating the alum who actually ships models there and confirming the overlap is real. FindWarmIntros (the free tool this page is from) does that step: you give it the target lab and it surfaces the real people there you share a school or past employer with, ranks them by how strong the connection is, and drafts the intro message so you lead with the shared thing instead of the ask.

It will not send anything for you or replace the judgment part, and it is honest when the overlap is thin. But it turns hours of manual LinkedIn cross-referencing into a short list of warm paths you can actually act on today.

Frequently Asked Questions

What if the alum works in a different research area than the team I want?

Reach them anyway, but be honest about it. An internal engineer can often route your blurb to the right team lead or drop it in an internal channel, and a warm forward from any technical hire beats a cold application. Just ask them to point you to the person who owns the area, not to vouch for skills they cannot judge.

Should I message a recruiter at the lab instead?

No. Recruiters process volume and cannot vouch for your research ability. A research engineer's referral tells the hiring manager a technical peer believes you can do the work, which is the exact signal the careers page cannot send. Use the recruiter only after an engineer has already flagged you internally.

How do I message someone I have never met without it feeling cold?

Anchor the message in the specific thing you share and one real detail of their work, then keep the ask tiny. 'We both went through the CMU MLD program, and I read your recent scaling paper. Could you forward this two-line blurb to your team's hiring manager?' is warm because it is specific and costs them almost nothing.

What goes in the two-line blurb I hand them?

Who you are, the single most relevant thing you have built or shipped, and the exact team or role you want. Write it so the engineer can paste it straight into Slack without editing. The easier you make the forward, the more likely a busy person actually does it.

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