MKS Partners is a specialist search firm operating at the intersection of frontier AI and quantitative finance — identifying and securing the top percentile of talent globally for the firms that demand nothing less.
We do not attempt to cover every market. Our mandate is deliberately narrow — we operate exclusively within environments where the technical bar is exceptionally high, the talent pool is constrained, and the impact of each hire is significant. This focus is the source of our edge.
We recruit for the organisations building the next generation of intelligence — from foundational model research to applied ML engineering at scale. These are roles where the talent pool is global, highly selective, and rarely on the open market.
We identify researchers and traders operating at the highest level of mathematical and computational sophistication — individuals with demonstrable track records in live trading environments and a genuine edge in quantitative modelling.
We place engineers operating at the hardware-software boundary — individuals for whom microseconds matter and who understand systems at a level most engineers do not reach. This is our most specialised vertical.
"Clarity before search. Insight before outreach."
In constrained talent markets, hiring outcomes are determined long before the first candidate conversation. Most searches fail not because of poor execution — but because of an incomplete understanding of the landscape. We built the Talent Lab to solve that problem.
Our proprietary infrastructure combines LLM-driven research with structured human analysis — surfacing patterns, relationships, and individuals that conventional methods cannot reach.
We map talent networks, publication histories, code contributions, and firm-level movement patterns to identify individuals before they become visible to the market.
LLM-assisted analysis processes open-source contributions, academic output, and institutional affiliation data into structured conviction scores — removing noise and surfacing what matters.
Before any candidate is approached, clients receive an evidence-based picture of the market — whether the mandate is realistically scoped, where the highest-probability hires exist, and what trade-offs may be required.
We track how target firms are hiring, structuring, and retaining similar talent — providing visibility on compensation dynamics, movement patterns, and decision criteria at the top of the market.
For clients building at scale, Talent Lab intelligence informs team build-out plans, location strategy, and long-term talent acquisition — not just the immediate mandate.
We do not source reactively. Every search begins with a market-level mapping exercise before a single candidate is approached — ensuring clients have a precise, informed view of available talent before the process begins.
We begin by mapping the full landscape of relevant talent — not just those actively seeking roles, but everyone performing at the required level globally. This gives clients a true picture of the market before the search begins.
Using our proprietary Talent Lab infrastructure and relationship network, we engage selectively. We approach individuals with a compelling, well-calibrated case — not a generic outreach. The bar for initial contact is high.
We assess candidates rigorously before presenting them. Clients receive a focused shortlist with detailed intelligence — not volume. Every individual we present has been evaluated against the specific requirements of the mandate.
We remain embedded through offer stage and beyond — managing complexity, expectations, and competing interests to ensure the placement holds. Delivery is the only metric that matters.
In quantitative finance and frontier AI, the best people are rarely looking. They are performing at a high level within selective organisations and are not responding to job boards or inbound approaches. Reaching them requires a different model entirely.
We map talent networks, publication histories, code contributions, and firm-level movement patterns to identify individuals before they become visible to the market.
"For clients, this means access to talent typically out of reach. For candidates, it means being introduced to opportunities where their work has real impact."
We work with a small number of clients at any given time. This is intentional. Each search receives the full attention of the firm — not a fraction of it assigned to a junior consultant.
Our LLM-powered Talent Lab maps talent networks, extracts high-signal candidate data, and enables more precise identification of exceptional individuals — beyond what traditional methods allow.
Our network spans academic institutions, top-tier research labs, and high-performance trading firms globally. The candidates we engage are known to us — not cold-sourced the day a mandate is opened.
Our background spans both in-house talent functions and specialist search. We understand how high-performance teams are built, how hiring decisions are made, and how to calibrate requirements with precision.
We operate with the discretion appropriate to sensitive mandates in competitive markets. Client relationships and candidate conversations are handled with the confidentiality both parties expect.
A 3:1 conversion reflects the precision of our identification and assessment process. Clients receive a focused shortlist — not a volume pipeline designed to create the illusion of activity.
One of the most important signals in retained search. It reflects candidate control, expectation management, and the credibility we carry with the individuals we approach.
Placements that hold. The depth of our assessment and the care taken in calibrating both sides of the process is reflected in long-term outcomes — not just immediate delivery.
Delivered a retained search mandate for a machine learning role within a constrained talent market, engaging candidates not available through conventional channels.
Built a structured pipeline of quantitative research talent for a systematic trading firm, mapping the available market and qualifying candidates to a specific technical and cultural bar.
Completed a multi-hire mandate across a specialised hardware engineering function, placing individuals operating at the hardware-software boundary within a tight delivery window.
We work with a small number of individuals operating at the top of their field. We do not approach candidates speculatively — when we reach out, it is because we have identified a specific, high-quality opportunity that we believe is worth your attention.
Our active search work spans the following disciplines. If you operate at a senior or specialist level in any of these areas, we would welcome the conversation.
We work with a limited number of clients. If you are building a high-performance team in frontier AI or quantitative finance — or if you are a candidate operating at that level — we would welcome the conversation.
Discuss a mandate, understand our process, or explore whether MKS Partners is the right search partner for your team.
For CandidatesIf you are performing at a senior or specialist level and would like to remain informed of relevant opportunities, we would like to hear from you.