Company lists · Data refreshed September 2026

Top 25 Machine learning trading companies worldwide

Name: Machine learning trading companies worldwide
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 28, 2026 3,901 companies tracked

RevenueBase identified 3,901 machine learning trading companies worldwide as of September 2026 and tracks 38,319 professional contacts across them, including 13,562 with verified work emails. The United States is the largest market and London the largest hub.

This list covers machine learning trading companies worldwide, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 28, 2026. Country and city lists for machine learning trading companies follow the table.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 28, 2026 86% judged on-target in blind review

3,901Companies

38,319Contacts tracked

13,562Verified emails

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The 25 largest machine learning trading companies worldwide

Ranked by team size

Top 25 of 3,901 machine learning trading companies worldwide, ranked by team size, largest first. Data refreshed Sep 28, 2026. RevenueBase Smart Search rates how each company's information relates to machine learning trading companies: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#	Company	RevenueBase Smart Search	Headquarters	Employees	Contacts
1	Citadel Securities	Indirect evidence	Miami, FL, United StatesHQ checked Sep 28, 2026	1,001-5,000	2,156 contacts →
	Indirect evidence “Citadel Securities is a technology-driven, next-generation global market maker.” Source: RevenueBase Database · checked Sep 28, 2026
2	TWO Sigma	Partial evidence	New York, NY, United StatesHQ checked Sep 28, 2026	1,001-5,000	2,154 contacts →
	Partial evidence “Two Sigma is a leading quantitative investment management and trading firm with more than $70 billion in assets under management.” Source: RevenueBase Database · checked Sep 28, 2026
3	Squarepoint	Indirect evidence	New York, NY, United StatesHQ checked Sep 28, 2026	1,001-5,000	1,979 contacts →
	Indirect evidence “Squarepoint is a leading global investment management firm that develops quantitative investment strategies to achieve high quality returns for our clients.” Source: RevenueBase Database · checked Sep 28, 2026
4	Jump Trading	Partial evidence	Chicago, IL, United StatesHQ checked Sep 28, 2026	1,001-5,000	1,747 contacts →
	Partial evidence “For more than 25 years, Jump Trading has been home to people who see trading as the most fascinating problem in the world and want to solve it from every angle.” Source: RevenueBase Database · checked Sep 28, 2026
5	Tower Research Capital	Partial evidence	New York, NY, United StatesHQ checked Sep 28, 2026	1,001-5,000	1,327 contacts →
	Partial evidence “Tower Research Capital is a leading quantitative trading firm that has built its business on a high-performance platform and independent trading teams.” Source: RevenueBase Database · checked Sep 28, 2026
6	Share India Securities Limited	Indirect evidence	Noida, IndiaHQ checked Sep 28, 2026	501-1,000	638 contacts →
	Indirect evidence “Established in 1994, Share India Securities Limited was incepted with the idea of steady growth today to continue multiplying in the future.” Source: RevenueBase Database · checked Sep 28, 2026
7	Cubist Systematic Strategies	Indirect evidence	New York, NY, United StatesHQ checked Sep 28, 2026	51-200	513 contacts →
	Indirect evidence “Cubist Systematic Strategies is the systematic investing business of Point72.” Source: RevenueBase Database · checked Sep 28, 2026
8	Graviton Research Capital	Indirect evidence	Gurugram, IndiaHQ checked Sep 28, 2026	201-500	507 contacts →
	Indirect evidence “What began as a small team of passionate researchers and technologists in 2014 has grown into a dynamic firm where innovation and collaboration are at the heart of everything we…” Source: RevenueBase Database · checked Sep 28, 2026
9	Instinet Incorporated	Partial evidence	New York, NY, United StatesHQ checked Sep 28, 2026	501-1,000	474 contacts →
	Partial evidence “When Instinet gave birth to electronic trading in 1969, we were a small tech-focused start-up with a simple point of view: technology can bring great efficiency to the financial…” Source: RevenueBase Database · checked Sep 28, 2026
10	Alphagrep	Partial evidence	Mumbai, IndiaHQ checked Sep 28, 2026	201-500	453 contacts →
	Partial evidence “Founded in 2010, AlphaGrep is a quantitative trading and investment firm.” Source: RevenueBase Database · checked Sep 28, 2026
11	Capital Fund Management CFM	Partial evidence	Paris, FranceHQ checked Sep 28, 2026	201-500	443 contacts →
	Partial evidence “Capital Fund Management (CFM) is a successful alternative investment manager and a pioneer in the field of quantitative trading applied to capital markets across the globe.” Source: RevenueBase Database · checked Sep 28, 2026
12	The Voleon Group	Strong evidence	Berkeley, CA, United StatesHQ checked Sep 28, 2026	201-500	416 contacts →
	Strong evidence “Founded in 2007 by two machine learning scientists, The Voleon Group is a quantitative hedge fund headquartered in Berkeley, CA.” Source: RevenueBase Database · checked Sep 28, 2026
13	Maven Securities	Partial evidence	London, United KingdomHQ checked Sep 28, 2026	201-500	408 contacts →
	Partial evidence “Maven implements both fundamental and quantitative trading & market making strategies across global financial markets, utilising only the group’s capital.” Source: RevenueBase Database · checked Sep 28, 2026
14	Belvedere Trading, LLC	Partial evidence	Chicago, IL, United StatesHQ checked Sep 28, 2026	201-500	371 contacts →
	Partial evidence “In March of 2002, Belvedere Trading emerged as Chicago’s newest market makers, soon to join the ranks of the Windy City’s elite proprietary trading firms.” Source: RevenueBase Database · checked Sep 28, 2026
15	FINAL	Indirect evidence	Hertzliya Pituach, IsraelHQ checked Sep 28, 2026	201-500	332 contacts →
	Indirect evidence “We are Data Scientists, Software, Hardware and DevOps engineers who work in collaboration.” Source: RevenueBase Database · checked Sep 28, 2026
16	Quadeye	Indirect evidence	Gurugram, IndiaHQ checked Sep 28, 2026	201-500	320 contacts →
	Indirect evidence “Quadeye combines the best of both worlds: the opportunity and spirit of a startup and the stability of an established, experienced firm.” Source: RevenueBase Database · checked Sep 28, 2026
17	Ubiquant	Indirect evidence	北京市, ChinaHQ checked Sep 28, 2026	201-500	268 contacts →
	Indirect evidence “Ubiquant is positioned as a technology company that specializes in quantitative methods for value discovery.” Source: RevenueBase Database · checked Sep 28, 2026
18	EXEGY	Partial evidence	St. Louis, MO, United StatesHQ checked Sep 28, 2026	201-500	220 contacts →
	Partial evidence “Trade Better with Exegy \| Scalable, Reliable Market Data and Trading Infrastructure for Capital Markets Exegy powers global capital markets with low-latency, mission-critical…” Source: RevenueBase Database · checked Sep 28, 2026
19	Omnenest Technologies Pvt. LTD	Partial evidence	Bengaluru, IndiaHQ checked Sep 28, 2026	51-200	216 contacts →
	Partial evidence “OmneNEST Technologies Pvt Ltd provides cutting edge trading technologies for securities markets.” Source: RevenueBase Database · checked Sep 28, 2026
20	Greeksoft Technologies Pvt. LTD	Indirect evidence	Mumbai, IndiaHQ checked Sep 28, 2026	51-200	208 contacts →
	Indirect evidence “Greeksoft Technologies is an Algorithm development and consulting firm specializing in low latency, high frequency, algorithmic trade execution, order routing and front end…” Source: RevenueBase Database · checked Sep 28, 2026
21	Quantizer Research	Partial evidence	Gurugram, IndiaHQ checked Sep 28, 2026	51-200	207 contacts →
	Partial evidence “Quantizer Research was founded in 2019 to become India’s leading Quant Trading and HFT firm.” Source: RevenueBase Database · checked Sep 28, 2026
22	Quadrature	Indirect evidence	London, United KingdomHQ checked Sep 28, 2026	51-200	203 contacts →
	Indirect evidence “Founded by programmers in 2010, we’re a growing tech business made up of kind, friendly, talented people.” Source: RevenueBase Database · checked Sep 28, 2026
23	Trexquant Investment LP	Strong evidence	Stamford, CT, United StatesHQ checked Sep 28, 2026	51-200	201 contacts →
	Strong evidence “Trexquant is a leading quantitative finance firm specializing in the development of multi-asset portfolios through advanced machine learning methods.” Source: RevenueBase Database · checked Sep 28, 2026
24	Onezero Financial Systems	Partial evidence	Somerville, MA, United StatesHQ checked Sep 28, 2026	201-500	173 contacts →
	Partial evidence “oneZero develops multi-asset class trading technology, which empowers financial institutions and brokers to compete in today’s ever-changing global markets.” Source: RevenueBase Database · checked Sep 28, 2026
25	Headlands Technologies LLC	Partial evidence	Chicago, IL, United StatesHQ checked Sep 28, 2026	51-200	170 contacts →
	Partial evidence “Headlands Technologies, LLC is a global quantitative trading company based in Chicago, with offices in New York, Austin, Amsterdam, London and Singapore.” Source: RevenueBase Database · checked Sep 28, 2026

RevenueBase Smart Search

RevenueBase Smart Search assesses information from a company’s LinkedIn profile, information supplied directly by the company, its website, and other publicly available sources. It uses that information to rate how closely the company relates to this list’s category: machine learning trading companies. Every row carries its rating and the description the rating was read from, so each one can be checked rather than taken on trust.

Strong evidence: The company's own public description of its business names machine learning trading companies.
Partial evidence: Its own public description names part of machine learning trading companies, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name machine learning trading companies. The match rests on the rest of the company's public profile rather than the one sentence quoted here, so this is the rating to check first.

RevenueBase Smart Search is how these lists are built: RevenueBase's data engine and AI assemble the companies that match a category defined in a user's own words, so a list can be about what companies actually do rather than about whichever industry code they were filed under.

Showing 25 of 3,901 machine learning trading companies worldwide

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Machine learning trading companies worldwide at a glance

As of Sep 28, 2026

35.4%Verified-email coverage

9.8Average contacts per company

1-10Median size (employees)

4.8%Largest-city concentration · London

Sep 28, 2026Page data refreshed

Companies by employee count

1-10

2,637

11-50

1,001

51-200

196

201-500

501-1,000

1,001-5,000

5,001-10,000

10001+

Email recency is reported on each country list linked below.

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among machine learning trading companies, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source: The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
Coverage: Every country. Country and city lists for machine learning trading companies are linked below.
What qualifies: Companies worldwide whose own description of what they do matches “machine learning trading companies”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search: RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names machine learning trading companies), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude: Companies whose own description does not clearly place them among machine learning trading companies, and records with no verified work email.
Match quality: In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking: Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification: Every listed company carries at least one verified work email, 13,562 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh: This page's figures were pulled from the company graph on September 28, 2026. Lists refresh periodically as the graph is re-checked.
Corrections: Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Machine learning trading companies by location

27 lists · largest first

Every Machine learning trading companies list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.

Countries

Cities

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names machine learning trading companies, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many machine learning trading companies are there worldwide?

RevenueBase identified 3,901 machine learning trading companies worldwide as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Citadel Securities, headquartered in Miami, tops this list with the largest team on record.

Which country has the most machine learning trading companies?

The United States leads with 777 companies, followed by India (425) and the United Kingdom (253). Every machine learning trading companies list by country and city is linked on this page.

Which city has the most machine learning trading companies?

London leads with 188 headquartered companies, followed by New York (136) and Dubai (95).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 13,562 verified decision-maker contacts tracked across these 3,901 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 28, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.