AI Recruiting for Tech Companies — Hire Engineers From GitHub, Stack Overflow, and Beyond
Tech recruiting software for engineering, ML, and infrastructure hires. Signal from GitHub, Stack Overflow, patents, and papers — not just LinkedIn. 14-day time-to-fill, 35% fewer interviews. From $100/mo.
No credit card · 14-day free trial
From job description to signed offer in 14 days
- 01
Write the role the way your team talks about it
"Senior backend engineer with Go and distributed systems, comfortable owning a service end-to-end, ideally exposure to eBPF or kernel work." Pin parses this natively — no boolean strings, no manual filter tweaking.
- 02
Pin searches where your engineers actually live
GitHub, Stack Overflow, patents, academic publications, plus LinkedIn and the broader web. One query returns multi-source results ranked by the technical signals that predict engineering performance.
- 03
Review candidates with evidence
Each candidate comes with links to relevant repos, answered Stack Overflow questions, filed patents, or published papers. No guessing whether the "Senior Software Engineer" title matches real seniority — the evidence is attached.
- 04
Send outreach that cites their actual work
Pin drafts messages that reference specific repos, papers, or Stack Overflow answers. Tech candidates respond at 5x industry averages because the outreach is demonstrably personal — not a templated blast.
- 05
Interview scheduling and ATS sync on autopilot
Replies, scheduling, and ATS updates happen inside Pin. Ashby, Greenhouse, Lever, and Workday all sync bidirectionally — so recruiters and hiring managers see the same pipeline state in real time.
- 06
Pipeline by team or product area
Engineering orgs track reqs by team — platform, ML, product eng, infra. Pin's custom pipelines map to your org structure so leadership has visibility into where each search stands without weekly status meetings.
Four ways a working desk actually uses Pin.
Every scenario below comes from a real Pin customer — solo desks, small agencies, and larger teams alike. No composite personas.
Hiring senior and staff engineers with specific open-source experience
The best senior engineers often have a public GitHub history that tells you more than a resume. Pin parses contribution graphs, repo ownership, and language-specific activity to surface candidates with demonstrated expertise — the kind of signal technical recruiting AI needs to rank senior talent correctly.
Filling ML engineer roles requiring published research
Academic publications and pre-prints are the strongest signal for ML seniority. Pin indexes arxiv, Google Scholar, and related publication data to find ML engineers with relevant citation history and co-author networks.
Scaling an engineering org from 10 to 50
Hiring 5+ engineers per quarter requires pipeline velocity. Pin's shared team pipeline plus AI sourcing cuts sourcing time by 90% — the bottleneck moves from finding candidates to interviewing fast enough.
Sourcing for niche infrastructure roles (Rust, Kubernetes, eBPF)
Rare stacks are under-represented in generalist LinkedIn searches. Pin's GitHub index surfaces candidates by commit history on the actual tools — not just resume mentions — making it the strongest engineering recruiting software for infrastructure and systems hires.
Replacing expensive LinkedIn Recruiter seats company-wide
Engineering orgs with multiple hiring managers often accumulate 3–5+ LinkedIn Recruiter seats at $10K+/yr each. Pin consolidates to one platform at a fraction of the cost, with richer multi-source signal on every candidate.
Integrations that matter for engineering orgs
Pipelines sync bidirectionally with Bullhorn, Loxo, Crelate, Greenhouse, Ashby, Lever, and 120+ more. Place first, file paperwork later.
Pin is built for teams that handle protected data across multiple jurisdictions.
- SOC 2 Type 2 certifiedAnnual third-party audit. Report on request.
- GDPR compliantUK/EU placements, DPA in place, EU data residency option.
- Candidate right-to-deleteOne-click redaction workflow, 30-day purge guaranteed.
- EEOC bias-elimination checkpointsNo names, gender, or protected characteristics fed to the AI.
Pin vs. the typical engineering hiring stack.
Simple pricing. Start free. Cancel anytime.
- Single seat · solo recruiters
- Unlimited job positions
- 500 contact lookup credits
- AI sourcing & agents included
- Multi-channel outreach sequences
- AI sourcing & agents included
- 500 credits per seat / month
- Team collaboration & shared inbox
- Email + LinkedIn + SMS sequences
- Advanced agent sourcing
- Everything in Professional
- 1,500 credits per seat / month
- Premium ATS integrations
- SOC 2 compliance docs
- Priority support & onboarding
What is the best AI recruiting platform for tech companies?
Pin is the highest-rated AI recruiting platform for tech companies on G2 (4.8/5). Unlike LinkedIn-only sourcing tools, Pin indexes GitHub, Stack Overflow, patents, and publications — giving tech companies signal on engineering talent that resume-based tools miss.
How does Pin source engineers from GitHub?
Pin indexes public GitHub activity including repository ownership, commit history, language distribution, contribution graphs, and project stars. Natural-language queries like "senior Rust engineer with distributed systems experience" return candidates ranked by demonstrated GitHub activity — not resume keywords.
Can Pin find ML engineers with published research?
Yes. Pin indexes academic publications from arxiv, Google Scholar, and related sources. ML roles requiring published research surface candidates with relevant citation history, making Pin effective technical recruiting AI for applied science and research hires.
How is Pin different from a GitHub sourcing tool?
Most GitHub sourcing tools only cover GitHub. Pin combines GitHub with LinkedIn, Stack Overflow, patents, publications, and the broader web — one query, 850M+ candidates across all sources. That's the core advantage of AI recruiting for tech companies that hire across disciplines.
Can Pin help hire senior or staff engineers specifically?
Yes. Senior and staff engineering hires often require signal beyond a resume — open-source contributions, technical writing, conference talks. Pin's software engineer recruiting platform surfaces candidates based on this evidence, reducing interviews per hire by 35%.
Does Pin integrate with Ashby, Greenhouse, Lever, and Workday?
Yes. Pin has native bidirectional integrations with 120+ ATS platforms including Ashby, Greenhouse, Lever, Workday, SmartRecruiters, and iCIMS. Outreach replies, candidate stages, and notes sync in real time.
How much does Pin cost for an engineering org of 20 people?
Pin starts at $100/mo. Only the handful of hiring managers and recruiters sourcing engineers need seats — typically $100–$249/mo per seat. Consolidating multiple LinkedIn Recruiter seats usually saves engineering orgs 80–90% on annual recruiting tooling spend.
Is Pin better than LinkedIn Recruiter for tech companies?
For engineering hiring, yes. LinkedIn Recruiter is keyword-matched against self-reported profiles. Pin's engineering recruiting software adds GitHub, Stack Overflow, patents, and publications as ranked signals — meaning Pin surfaces senior engineers whose LinkedIn undersells their actual work.
Is Pin only for engineering hiring?
No. Pin works across every role. Tech companies commonly use Pin for engineering, design, product, data science, and go-to-market hires from the same shared pipeline — so one platform covers the whole org's recruiting workflow.
How does Pin ensure unbiased technical hiring?
Pin's AI never sees names, gender, or protected demographic characteristics. Users report 6x more diverse pipelines — especially important for engineering orgs trying to expand beyond traditional candidate networks and referral loops.
Does Pin work for hiring remote engineers internationally?
Yes. Pin covers 100% of North America and Europe and includes global data sources. Time zones, remote work preference, visa status, and location filters are native — supporting distributed engineering orgs hiring across regions.
Is Pin secure enough for proprietary engineering hiring data?
Pin is SOC 2 Type 2 compliant with encryption at rest and in transit, strict access controls, and third-party audits. Candidate data, pipeline notes, and outreach content stay private to your workspace.
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Last updated: May 2026
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