Boutique Technical Recruiting
Gradient Search Group is a boutique search partner for companies hiring high-impact technical talent across software engineering, data science, and AI.
Recruiting, like gradient descent, is an optimization problem. We iterate toward the best possible hire, converging on signal through every stage of the search.
Our Approach
Each engagement is run with the rigor of an executive search. Structured, deliberate, and built around genuine technical understanding of the roles we fill.
Every search starts with a genuine understanding of the role — the tools, the team context, the problems the hire will actually own. That groundwork shapes how we source, how we screen, and what we bring to you.
Before a candidate reaches you, they've been evaluated against a defined set of criteria covering background, trajectory, technical fit, and culture. The goal is simple: your time goes toward people worth meeting.
We deliver a curated slate of three to five candidates, each accompanied by a brief that explains the fit in plain terms. The list is short by design.
We stay close to hiring managers, talent acquisition, and founders throughout the search, sharing market context and adjusting course as needed. A good placement matters more to us than a fast one.
Solutions
Whether you need a single critical hire or ongoing talent support, we offer flexible engagement models to match your recruiting needs.
Full-cycle contingency or retained search for permanent technical and leadership roles. Managed from intake through offer.
On-demand recruiting support integrated into your team. Ideal for scaling phases or teams without dedicated TA capacity.
Top-of-funnel candidate pipeline development with structured screening delivered directly to your hiring team.
Landscape analysis of talent availability, compensation benchmarks, and competitive positioning to inform your hiring strategy.
Industries & Roles
Focused on the technical disciplines where the right candidates are hardest to reach and hardest to evaluate.
Client Companies
Functional Areas
Bespoke Search Projects
Some searches don't fit a standard model. We take on specialized projects that require discretion, precision, and deep market knowledge.
Connecting exceptional technical talent with the companies building what's next. Gradient Search Group is a specialized recruiting firm focused on technical and engineering roles — delivering highly qualified candidate shortlists to growth-stage and enterprise companies in AI, data, software, and beyond.
Niche or emerging specializations where standard recruiting approaches fall short.
End-to-end hiring for early-stage companies building their first technical team from the ground up.
Comprehensive landscaping of the available talent pool for a given role, skill set, or geography.
Research-driven analysis of how competitors are hiring, what they're paying, and where you can win.
Discreet senior-level searches where confidentiality is essential — conducted with full privacy protocols.
Why Gradient
The roles we recruit for are technical, and we treat them that way. Understanding the tools, architectures, and trade-offs in a role makes us better at finding the right person for it — and better at explaining why a candidate is worth your time.
Every engagement is handled directly by the person who took the brief. There are no handoffs, no coordinators relaying notes. You have a single point of contact who is close to the search at every stage.
We submit names we believe in and we don't optimize for volume. The shortlist is small because it's meant to be — each candidate has cleared a structured evaluation and earned a place on it.
Throughout the search, we share what we're seeing: how candidates are responding, where compensation expectations sit, and how the market compares to the brief. That context helps you make better decisions, faster.
A placement that doesn't stick isn't a success. We measure the quality of a search by what happens after the offer is signed, and we stay engaged long enough to know.
The Firm
Allen Harper is the founder of Gradient Search Group, with technical recruiting experience across some of the most demanding hiring environments in the industry. His career spans RPO engagements with seed through Series D startups, in-house recruiting at Meta, and enterprise talent work at Marathon Petroleum.
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Whether you're looking to make a critical technical hire, explore an embedded talent model, or simply get a read on the market, we're happy to have a conversation. No obligations.