Find them where they actually work.

Job boards show you who is available. We show you who is good. Engineers who write code on GitHub. Fitness professionals who build audiences on Instagram. Designers who post work on Behance. The best candidates in any field are not scrolling job boards. We go to where they actually are.

The problem

Job boards and LinkedIn give you the people who are looking. Not the people who are good.

The most reliable specialist in any field is rarely the one updating their job board profile. They are the one maintaining the open-source library your team depends on. The one whose Instagram posts get shared across the fitness community. The one whose Reddit answers get bookmarked by thousands.

These people exist in every industry. Tech, fitness, design, healthcare, events, e-commerce. They are just not where you have been looking.

70%
of senior professionals are passive. Not actively job-hunting, not on job boards, not visible to traditional recruiters.
3x
retention rate for hires sourced from professional communities versus job boards. People hired through their actual work tend to stay.
10+
platforms searched per role. We adapt the platform mix to your specific industry and role type.
Where we look

Different industries.
Different platforms.

There is no single platform where the best people gather. The platforms shift by industry. The principle of finding them where they actually work does not.

💻

Software and Engineering

The best engineers are recognised by their code, not their CV. We surface engineers by repository contributions, technical discussion quality, and the problems they have genuinely solved.

GitHubRedditStack OverflowHacker NewsGitLab
📊

Data Science and ML

Kaggle leaderboards, published notebooks, and open-source ML contributions reveal real practitioners. Not people who completed a certification last week.

KaggleGitHubPapers With CodeRedditHugging Face
🔬

Research and Academia

Publication record, citation impact, and research focus tell you more about a researcher than any interview. We map academics by their actual work and output.

Google ScholarSemantic ScholarResearchGateORCIDarXiv
🏥

Healthcare and Medical

Medical specialists are visible through their published work, professional society memberships, and clinical research. We surface them through verified academic and professional signals.

PubMedResearchGateDoximitySociety directories
🎨

Design and Creative

Designers prove themselves with portfolios. We find them through their actual work, including the projects that do not make it into the headline reel.

BehanceDribbbleArtStationAre.naPersonal portfolios
⚙️

Hardware and Engineering

Hardware engineers, firmware developers, and makers congregate where projects get shared and debated. Their work is visible in the right communities.

HackadayGitHubRedditInstructablesEE forums
What you receive

A ranked shortlist.
Not a CV pile.

No software to learn. No platform to log into. We do the search and verification, you receive a structured deliverable you can act on immediately.

shortlist_senior_ml_engineer.xlsx
#
Candidate
Found on
Fit
01
A. Khan
12 repos, 4 papers, ML focus
GHSCKG
94
02
M. Hassan
PyTorch contributor, top 1%
GHRD
91
03
S. Ahmed
Kaggle Grandmaster, 8 yrs
KGGH
88
04
R. Iqbal
Published NeurIPS 2024
SCGH
85

Every shortlist includes:

01

Ranked candidates with fit scores

Sorted by relevance to your brief. Skill match, depth of work, and cross-platform validation all factor in.

02

Cross-platform appearances

Candidates found on multiple platforms get flagged as higher-confidence matches. More signals, more confidence.

03

Direct profile links

Every candidate links back to their public work. You can see exactly why they made the list before reaching out.

04

Rationale per candidate

Why this person, why this rank, what stood out. We show the reasoning, not just the verdict.

How it works

Three steps.
48 hours, typically.

Most engagements close within 48 to 72 hours. Highly specialised roles or rare combinations may take a bit longer. We will tell you upfront.

01

You brief us

Role, must-haves, deal-breakers, and the level of seniority you are after. A 30-minute call or a written brief is enough to get started.

02

We search and verify

AI infrastructure searches across the right platforms for your industry. Our team reviews and ranks every result before delivery.

03

You receive the shortlist

Ranked candidates with profile links and rationale, delivered as a structured Excel file you can share with your team or act on directly.

Get started

Tell us about the role you cannot fill.

If you have been searching for two months and keep seeing the same faces, we should talk.

Brief us on a role