Networking for a tech job works best as a series of small, specific conversations: reconnect with acquaintances, ask people in your target role for 20 minutes of advice, show up in the same communities more than once, and give something before you ask for anything. Research on LinkedIn users suggests moderately weak ties, not best friends, do the most for job moves in tech.
Definition: Networking, for this guide, means building relationships with people who know your target field well enough to share information, vouch for you or point you to an opening.
Forget the room full of name tags. The version that tends to work is quieter: a good question in a Slack thread, a thoughtful note to someone two years ahead of you, a follow-up that shows you listened.
Does networking for a tech job actually work?
Yes, though not in the way the popular statistics suggest.
The claim you'll see everywhere: "85 percent of jobs are filled through networking." We traced it to a 2016 LinkedIn post by Lou Adler, CEO of the consulting and training firm The Adler Group (republished on Yahoo Finance), describing an informal survey of about 3,000 people, most in staff or management roles, run over 12 months. The post gives no response rate, sampling method or breakdown by field, so we wouldn't treat it as a labor-market measurement.
What the stronger evidence supports:
- Acquaintances matter, especially in tech. A study published in Science in September 2022 by Rajkumar, Saint-Jacques, Bojinov, Brynjolfsson and Aral ran randomized experiments on LinkedIn's "People You May Know" feature, covering more than 20 million people over five years. Moderately weak ties produced the most job mobility, and weak ties helped more in digital industries than in less digital ones. MIT's summary of the work puts the sweet spot around 10 mutual connections.
- Close ties still count, one by one. A 2017 paper in the Journal of Labor Economics by Laura Gee, Jason Jones and Moira Burke, using data on about 6 million Facebook users, found that most help comes through weak ties because people have so many of them, but any single strong tie is more valuable at the margin.
- A warm path changes how your application is read. Per Ashby's referrals report (applications from January 2021 to December 2024), 40 percent of referred candidates moved from application to interview, against 3 percent of inbound applicants.
Our read: it matters less who knows you best than how many people know what you're looking for. Our guide on how to find hidden jobs covers the "unposted jobs" myth.
Why networking feels awkward, and how to make it feel less so
In our view, much of the discomfort comes from feeling like a taker: asking a near stranger for something before you've given anything. Three reframes tend to help:
- Ask for information, not jobs. "How did you get into product ops?" is easy to answer. "Can you get me a job?" puts the other person on the spot.
- Bring something. A relevant article, a bug you found in their product, an intro to someone they'd want to meet.
- Think in seasons, not transactions. One conversation now, one useful update in a month, one congratulations when they ship something.
Being curious isn't a technique. It's the whole job.
Map your network before you message anyone
Most people start by messaging strangers. We'd start with people who already have a reason to reply. Spend an hour listing names in four rings:
| Ring | Who | Why they help | Rough reply odds |
|---|---|---|---|
| Strong ties | Close friends, family, former managers | Will act for you, but often know the same people you do | High |
| Moderately weak ties | Former classmates and coworkers, people you've met a few times | New information and new introductions | Medium to high |
| Dormant ties | People you were close to years ago | Trust survives; information is fresh | Often higher than you'd expect |
| Cold contacts | Alumni and people in your target role you've never met | Expands reach, slowest to build | Low to medium |
The reply odds are our rough sense, not data.
Keep those in or near tech and aim for a first list of 30 to 50 names. On LinkedIn, the "mutual connections" count is a handy proxy for the moderately weak ties the research points to.
Dormant ties are the ring people skip most, yet a "it's been a while" note rarely feels strange to receive, and the person often knows a very different set of people than you do now.
Karen Wickre, Twitter's former editorial director, argued in a 2019 First Round Review piece for tending ties before you need them, with short "just FYI" notes that ask for nothing.
Informational interviews: how to get a tech job through networking conversations
An informational interview is a short call about someone's job, team and path. You aren't applying. You're learning, and letting someone see how you think.
How to ask (keep it under 100 words):
Subject: Quick question about [role] at [company]
Hi [name], I'm [one line about you] and I'm moving toward [target role]. I noticed you went from [their background] to [their current role], which is close to the path I'm trying. Would you be open to a 20-minute call in the next few weeks? I have three specific questions about how you made the jump. Totally fine if the timing's bad.
A 20-minute agenda:
- Minutes 0 to 3: thank them, one line on your background, confirm the time.
- Minutes 3 to 15: your questions. What does a strong first 90 days look like in your role? What do you wish candidates understood about your team? Which skills from outside tech carried over for you? If you were me, what would you do in the next month?
- Minutes 15 to 18: ask who else you should talk to. This is where one call turns into three.
- Minutes 18 to 20: thank them and stop on time. People notice when you respect their time.
Skip: a referral request on the first call, an unprompted resume, and questions the careers page already answers.
When the right role opens, a referral from someone you've actually talked to is a much easier yes. Our sibling guide on how to get a referral for a tech job covers that step.
Events and communities worth your time
Pick events where your target people show up to learn, not to recruit. Product meetups, AI builder nights, local tech community talks and hackathons tend to beat generic career fairs. Event platforms such as Luma and Meetup list many of them by city.
Go to the same thing three times. By the third visit people recognize you, which takes most of the awkwardness out.
Use one opening line and one question. "What are you working on lately?" works almost anywhere.
Follow up within 48 hours with something specific: "You mentioned your team is moving to a new data warehouse. Here's the migration write-up I mentioned."
First Round Capital partner Chris Fralic argued in a 2017 First Round Review piece that reliably doing what you said you'd do puts you ahead of most people.
Online communities count too. Slack and Discord groups, open-source projects and practitioner forums let you help in public, and three good answers in a channel can build more credibility than a dozen connection requests.
How to network with startup founders
Founders at small startups are often recruiting while also selling, building and fundraising, so they tend to respond to people who reduce their workload. What tends to work:
- Show you've used the product. A short note with one concrete observation ("your onboarding asks for my company size twice") stands out.
- Offer a small piece of work. A competitor teardown, a list of ten prospects in their target market, a fixed bug. Small enough not to feel like free labor.
- Show up where founders gather, such as demo days, accelerator showcases and startup events.
- Use platforms built for it. Y Combinator's Work at a Startup lists roles at YC companies, and its testimonials describe founders reaching out to candidates directly.
- Time it well. In our view, the weeks after a raise are a good time to reach out, since that is when many teams add people. Our guide on finding recently funded startups that are hiring shows how to spot them.
For the actual email, our sibling guide on how to cold email a startup founder for a job has templates. Networking is everything around that email: being someone they've already seen show up or help.
We've argued for doing the job without permission as a way into venture; founders tend to respond to it for the same reason.
A 4-week networking plan for a tech job, with scripts
An illustrative plan for about four hours a week. Adjust the numbers to your schedule.
Week 1: Map and reconnect. Build your 30 to 50 name list. Send 10 reconnect notes to dormant and moderately weak ties. Join two communities in your target field and read before posting.
Reconnect script: "Hi [name], it's been a while. I'm moving from [current field] into [target role] and have been thinking about who I'd learn the most from. You came to mind because of [their work]. Would you be up for a 15-minute catch-up?"
Week 2: Learn. Hold 3 informational interviews from the replies. Ask each person who else you should talk to. Go to one event.
Week 3: Widen. Send 5 cold informational asks to alumni or people in your target role, citing the people you've already talked to where it's honest. Answer two questions in a community. Go to the same event again.
Post-event follow-up: "Good to meet you at [event]. You mentioned [specific thing]. Here's [link or idea] I said I'd send. If you're open to it, I'd value 15 minutes on how your team hires for [role]."
Week 4: Convert. Send a short update to everyone you've spoken to. Apply to roles your contacts flagged and, where it fits, ask for a referral. On the 1752vc careers board, filter the startup track by your level and Past 7 days, then check your list for anyone at those companies.
Update script: "Thanks again for the advice on [topic]. I took it and [what you did]. I'm now applying for [role] at [company]. If you know anyone on that team, I'd be grateful for a pointer, and no worries if not."
Totals for the month: 15 outreach notes, about 6 conversations if roughly 40 percent turn into calls, 2 event visits (the same event twice) and one round of updates. The 40 percent is a planning assumption, not a benchmark.
If AI companies are your target, the same plan works with the AI track in place of the startup one.
"Can't I just apply? My work should speak for itself."
It's a fair position. Posted jobs still produce lots of hires, and networking takes time you could spend building skills.
But your work can't speak if nobody reads it. Per Ashby's 2026 recruiter productivity report, applications per hire roughly tripled from 2021 to 2024 and averaged more than 300 through 2025. In a pile that size, a note from someone the hiring manager trusts can decide whether your portfolio gets opened.
So we'd do both. Apply on merit, and make sure a few people know your work exists.
Common mistakes
- Leading with the ask. A first message that requests a referral or job tends to get ignored.
- Mass connection requests with no note. Ten personal messages tend to beat a hundred blank ones.
- Treating it as a one-week sprint. The value shows up in month two, when people remember you.
- Never closing the loop. Telling people what you did with their advice is the step most people skip, and the one that gets them invested.
Where we land
In our view, networking for a tech job is mostly a habit of small, generous conversations, run steadily for a few months alongside applications.
You don't need to be outgoing. A list, a few good questions and a reliable follow-up go a long way.
That's our take, not a formula. Some fields reward events, others online communities, so track where your conversations come from.
The bottom line
Skip the name-tag version of networking. Ask good questions, follow up and help where you can.
Nobody remembers your elevator pitch.
They remember that you sent the link you promised.
Key takeaways
- The widely shared "85 percent of jobs are filled through networking" figure comes from an informal 2016 survey, not a labor-market study.
- A 2022 Science study of LinkedIn users found moderately weak ties produced the most job mobility, especially in digital industries.
- Informational interviews work best as 20-minute learning calls that end with "who else should I talk to?"
- With founders, showing you've used the product and offering a small piece of work tends to beat a generic ask.
- A steady four-week plan of reconnects, calls, repeat events and updates can lead to referrals by month two.
Frequently asked questions
Many introverts do well with one-on-one conversations and online communities rather than big events. Reconnect with people you already know, ask for short informational calls with prepared questions, and help in Slack or Discord channels for your field. Going to the same small event several times also tends to feel easier than meeting a new room each time.
Useful questions include what a strong first 90 days looks like in the role, what candidates often misunderstand about the team, which outside skills carried over, and what the person would do in your position next month. End by asking who else you should speak to, and save any referral request for a later conversation.
Lead with something useful: a specific observation about their product, a small teardown or a short list of prospects in their market. Keep messages brief, make one clear ask, and accept silence gracefully. Following up once after a week is generally fine. Meeting founders at demo days and community events first can make later outreach feel warmer.
There's no proven number. As an illustrative starting point, a list of 30 to 50 names and around 15 personal outreach notes in a month can produce several real conversations. Quality tends to matter more than volume, so personal notes to relevant people usually beat large batches of generic connection requests.
LinkedIn is useful for finding people and spotting mutual connections, and the 2022 weak ties study was run on its users. Many people also find conversations through alumni groups, community Slack and Discord channels, open-source projects and local events. Combining a few channels usually reaches people who rarely check their LinkedIn inbox.
Sources
- Stanford Graduate School of Business: A Causal Test of the Strength of Weak Ties
- MIT News: The power of weak ties in gaining new employment
- Journal of Labor Economics via IDEAS/RePEc: Social Networks and Labor Markets: How Strong Ties Relate to Job Finding on Facebook's Social Network
- Ashby: Are referred candidates more likely to get hired?
- Ashby: Recruiter Productivity, 2026 Talent Trends Report
- Yahoo Finance: New Survey Reveals 85% of All Jobs are Filled Via Networking (Lou Adler)
- Y Combinator: Work at a Startup
- First Round Review: How to Become Insanely Well-Connected (Chris Fralic)
- First Round Review: Reach Out, Stay in Touch and Deepen Your Connections with This Essential Networking Advice
Disclaimer: This guide is for general education only and is not legal, tax or investment advice. Laws, market data and program terms change, so it may not reflect the latest developments or fit your situation. Treat it as a starting point, not a source of truth, and talk to a qualified lawyer, accountant or financial adviser before you make decisions.
