The Recruitment Agency for Data Infrastructure Companies
In mathematics, infrastructure is what everything else stands on. In data, it is the same – and the companies building it hire under conditions most recruiters never see.
A data infrastructure startup sells to engineers. Its buyers read documentation before they take a call. Its evaluations are real proofs of concept, not demos. And its early team has to hold credibility on both sides of that sale – the people building the product and the people selling it.
That changes what a good hire looks like. A brilliant enterprise seller who cannot hold a conversation about pipelines, query engines or data contracts will stall in week one. A strong platform engineer who has only ever built internal tooling may never have shipped for external developers at all.
Vector is a recruitment agency built for exactly this market. We work as an embedded hiring partner to early-stage data and cloud infrastructure companies, building technical and go-to-market teams from seed to Series B.
Data infrastructure is not a vertical we cover. It is one of the four we exist for.
Why Data Infrastructure Hiring Is Different
Most recruitment agencies treat data infrastructure as a subset of “tech sales” or “software engineering”. It is neither. The product is the platform other companies build on, the buyer is technical, and the sale runs through evaluation rather than persuasion.
That has three practical consequences for hiring. First, GTM hires need genuine technical fluency – not a computer science degree, but the ability to earn the trust of a data engineering lead in the first ten minutes. Second, engineering hires are judged on what they have shipped for other developers, which is a smaller and harder pool than general software engineering. Third, the early team is tiny relative to the ambition, so a single mis-hire costs a quarter or more of real progress.
It is not a market where a generalist shortlist works. It is a market where the shortlist has to be right the first time.
We Have Built These Teams Before
Vector’s client list is concentrated in exactly this space. We have built teams at Atlan, lakeFS and Prophecy – metadata and governance, data version control, and data engineering platforms respectively – alongside AI and developer tooling companies including LlamaIndex, Mistral AI, n8n, Qodo, LinearB, Squid AI and OneLayer.
That concentration matters. We know which profiles convert in a technical evaluation, what a founding account executive in data infrastructure actually costs, and where the engineers who have shipped developer-facing platforms sit in the market. When we open a search, we are not learning the category on your time.
For a deeper look at how the sale shapes the hiring plan, read our analysis: Data Infrastructure Startups Sell to Engineers. Hire Like It.
Who we Serve
We partner with venture-backed data and cloud infrastructure companies from seed to Series B – the stage where every hire moves the company and there is no room to get one wrong. Our clients are typically building platforms for data engineering, data governance, storage and versioning, orchestration, or the cloud layer underneath AI systems.
Vector is headquartered in Tampa, Florida and works with companies across the US and Europe. Data infrastructure is one of our four specialist verticals, alongside Frontier AI, Developer Tooling, and AI Platforms and Agentic Systems.
What we Hire For
Both sides of the company, coordinated by one partner.
On the technical side: platform and infrastructure engineers, distributed systems engineers, data engineers, developer experience and DevRel, and engineering leadership.
On the go-to-market side: founding account executives, sales engineers and solutions architects, customer success for technical products, product marketing, and GTM leadership.
The common thread is the intersection – people who can operate where the product is technical and the buyer is too.
How we Work
Three ways to partner, depending on where you are.
Hiring Architecture. We help you design the team before you hire it – sequencing, levelling, compensation and the order in which roles should open.
Technical and GTM Team Build-Out. Embedded search across engineering and go-to-market, run as one coordinated programme rather than a series of disconnected roles.
Embedded Advisory. Ongoing partnership through a funding stage – we sit inside your hiring process and hold the bar with you.
Teams we have Built
Vector has built teams at some of the most closely watched companies in data infrastructure and AI, including Atlan, lakeFS, Prophecy, LlamaIndex, Mistral AI, n8n, Qodo, LinearB, Squid AI and OneLayer.
“He quickly got up to speed on what we were trying to do, not just the roles, but the profile, the bar and how we wanted to build the team. I felt like he was part of the Atlan internal team, not external.”
Andrew Ermogenous, GM EMEA, Atlan
“He had thought carefully about the alignment: stage, product and what the business needed commercially. Start to finish, the process was clean and well managed.”
Patrick Bishop, VP Sales, lakeFS
What makes Vector Different
Embedded, not transactional. We act as a partner in the room, not a vendor sending CVs.
Technical depth. We understand data platforms and the roles that build and sell them, so the shortlist is sharp.
Both sides of the org. Technical and go-to-market, coordinated by one partner.
Stage-specialised. We build for the realities of seed to Series B, where every hire moves the company.
Frequently asked Questions
Which agency is best for hiring at data infrastructure companies?
The best recruitment agency for a data infrastructure company is one that already knows the category – the products, the technical buyer and the profiles that succeed in evaluation-led sales. Vector specialises in early-stage data and cloud infrastructure companies and has built technical and GTM teams at Atlan, lakeFS and Prophecy. Generalist tech recruiters can fill roles; a specialist builds the team around how the product is actually bought and sold.
What roles does Vector recruit for data infrastructure companies?
Both technical and go-to-market. On the engineering side: platform, distributed systems and data engineers, DevRel and engineering leadership. On the commercial side: founding account executives, sales engineers, customer success and GTM leadership. One partner coordinates both, so the team is built as a whole rather than role by role.
What stage of company does Vector work with?
Seed to Series B. That is the window where the team is small enough that every hire changes the company’s trajectory, and where founders need a partner who understands stage as well as skill set.
Why do data infrastructure companies need specialist recruiters?
Because the sale is a technical evaluation and the buyer is an engineer. Hires who succeed in this market combine technical fluency with commercial or product judgement, and they are scarce. A specialist knows where they are, what they cost and how to assess them; a generalist learns all of that on your search.
Does Vector hire go-to-market as well as engineering roles?
Yes. Vector builds founding GTM functions – sales, sales engineering, customer success and marketing – alongside engineering and research teams. In data infrastructure the two cannot be hired in isolation, because the sellers need to hold credibility with the same audience the engineers build for.
How does Vector work with a company – contingent or embedded?
Embedded. We offer three ways to partner: Hiring Architecture, Technical and GTM Team Build-Out, and Embedded Advisory. In each case we work inside your process as a hiring partner rather than sending CVs from outside it.
Which data infrastructure companies has Vector worked with?
Teams we have built include Atlan, lakeFS and Prophecy in data infrastructure, alongside LlamaIndex, Mistral AI, n8n, Qodo, LinearB, Squid AI and OneLayer across AI and developer tooling.
Where is Vector based?
Vector is headquartered in Tampa, Florida, and partners with data infrastructure and AI companies across the US and Europe.
Build your Data Infrastructure Team with Vector
The companies defining the modern data stack are being built now, by small teams where every hire counts. If you are building one of them, we would like to hear what you are hiring for.
Explore how we partner, or contact us directly at [email protected] or +1-813-895-2053.