Alum Outreach

Alum Outreach That Gets a Reply

Alums at frontier labs get dozens of look-alike 'can I pick your brain' notes a week. The honest fix is not more polish, it is proof you did homework and a reply that costs them 30 seconds.

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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 your target company:

Short answer: Open with the specific thing you share (same dorm, same first job, same professor) in the first line, not the ask. Then show one concrete detail proving you read their actual work, and close with a single yes-or-no question they can answer in one tap. Skip 'pick your brain' and never attach your resume unprompted. A message a busy engineer can answer in 30 seconds gets answered.

Why most alum messages die in a flooded inbox

An engineer at OpenAI or Anthropic is not ignoring you out of rudeness. They are triaging. Your note sits next to twenty others that all open with 'I hope this finds you well' and end with a vague request for 15 minutes. Nothing in those first two lines tells them why you, specifically, and why now.

The fix is not a better subject line. It is making the shared thing obvious before they decide to keep reading, and making the reply itself tiny. A question that requires a scheduled call is a chore. A question answerable with one sentence is a favor that feels free.

The four parts of a message that earns a reply

Every line below should be doing work. If a sentence could appear in anyone else's message to anyone else, cut it.

The shared anchor, first. Lead with the overlap: 'We both did the Waterloo co-op' or 'I took Prof. Liang's compilers class two years after you.' This is the only reason a stranger opens your note instead of archiving it, so it cannot be buried in paragraph three.
Proof you read their work. Name one real thing: a paper they co-authored, a feature they shipped, a talk they gave. 'I saw you worked on the RLHF eval tooling' beats 'I admire your career' because it is unfakeable and shows you did not mass-send this.
One small, answerable ask. Not 'can we chat.' Ask 'Is the inference team still hiring new grads this cycle, or should I wait for spring?' They can answer in one tap, and a yes opens the door to more.
An easy exit. Add 'totally fine if you are heads-down.' Removing the guilt makes a reply more likely, not less, because it signals you respect their time and are not going to pester.

Let the finding part happen for you

The hard part is usually not the message, it is knowing which alum to send it to. At a company with thousands of employees, you need someone close enough to your actual target team that their reply means something, and someone you genuinely share a school or past employer with so the anchor is real.

FindWarmIntros does that finding-and-ranking step for you: give it the company and it surfaces the real people there you overlap with, ranks them by how strong the shared path is, and drafts a first message built on the structure above. You still send it and you still edit it to sound like you, but you skip the hours of LinkedIn spelunking that most people never finish.

Frequently Asked Questions

Should I attach my resume to the first message?

No. An unsolicited resume signals 'please do work for me' and shifts the burden onto them. Lead with the shared anchor and a tiny question. If they ask what you are working toward, that is the moment to send it.

How long should the message be?

Four or five sentences. A busy person at a frontier lab scans, so the shared connection and the ask both need to land in the first screen. If they have to scroll to find out what you want, you have already lost them.

What if we only overlap loosely, like same school but different years?

That still works if you name it precisely and add a second small bridge, such as the same professor or the same club. Vague overlap ('fellow Stanford grad') is weak; specific overlap ('also did CS 221 with Ng') reads as real and earns the reply.

Is it worth messaging if they are not the hiring manager?

Yes. A peer engineer who likes your note can tell you which team is actually hiring and, if it goes well, pass your name internally. That internal nudge beats a cold application, and peers reply far more often than hiring managers buried in reqs.

Keep going

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