DB Macro ResearchDB Macro Research
About

A research lab at heart.

DB Macro Research is a private quantitative research and trading firm. We bring together researchers, engineers, and quantitative traders to build and deploy frontier AI models that find actionable opportunities in financial markets.We're a next-generation firm — moving beyond the low-latency, detection-era machine learning of traditional quant to models that observe, reason, and act under uncertainty — built with deep learning, reinforcement learning, large language models, and agentic AI.
What we believe

Principles.

01

Curiosity first

Everything starts as a question — what's moving the markets, how to sharpen a model, what the data is really telling us. Curiosity sets the agenda.
02

Rigorous testing

A good idea isn't a strategy. We turn it into a hypothesis and test it without mercy — the evidence decides, not conviction.
03

Ownership

Software pipelines, capabilities, strategies — each has an owner. Collaboration is open; ownership is undivided. Extreme ownership, shared rewards.
04

Continuous refutation

Financial markets change continuously, so we question continuously — our assumptions, our strategies, our data sources. No view is above challenge, and we keep a culture that stays open to debate.
Approach

From hypothesis to live trading.

We experiment across vast, real-time, and unstructured data, simulate and test to validate rigorously, and trade what survives — research and trading in one continuous loop.
Join us

We hire people who do the work that matters.

If you build at the intersection of artificial intelligence and financial markets, we want to hear from you.
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