Diamond
Amazon
Customer-obsessed science
Citadel and Citadel Securities
Citadel and Citadel Securities are two separate and distinct financial firms, each focused on a different aspect of today’s markets. Citadel is a multi-strategy alternative investment manager, striving to generate superior long-term returns for the world’s preeminent public and private institutions.
D. E. Shaw Research
D. E. Shaw Research (DESRES), based in New York City, develops and uses advanced computational technologies, including molecular simulations and machine learning, to understand the behavior of biologically and pharmaceutically significant molecules at an atomic level of detail, and to design precisely targeted, highly selective drugs for the treatment of various diseases.
Eqvilent
Eqvilent is an international quantitative trading powerhouse operating at the forefront of high-frequency trading across global financial markets and asset classes. We design, develop, and run proprietary trading strategies powered by advanced quantitative research and deep learning models trained on large-scale market datasets.
Google
Google is home to world-class research teams, whose foundational breakthroughs have helped usher in a new era of AI.
G-Research
We are a leading quantitative research and technology firm. We combine world-class people with the power of machine learning, AI and advanced analytics to build smart strategies that succeed over time.
HPC-AI.COM
HPC-AI TECH delivers world-class AI infrastructure solutions. Our flagship products, Colossal-AI and Open-Sora, are top-ranked on GitHub, with over 60,000 stars. We excel in optimizing AI inference, achieving speeds comparable to leading technologies like vLLM and JAX.
Hudson River Trading
Hudson River Trading brings a scientific approach to trading financial products. We have built one of the world’s most sophisticated computing environments for research and development. Our researchers are at the forefront of innovation in the world of algorithmic trading.
Jane Street
Jane Street is a quantitative trading firm that trades on more than 200 venues in 45 countries. Our machine learning team works on the neural network models driving our trading strategies, and builds the infrastructure that make training and inference possible. We’re looking for smart and curious individuals from industry and academia to shape the future of ML at Jane Street.
JoinQuant
Founded in 2017, JoinQuant operates as a leading quantitative private fund manager. Leveraging financial big data, we deeply integrate quantitative research with artificial intelligence to continuously pioneer AI-driven autonomous investment research. Guided by the philosophy of "Empowering Investment with Technology" and a corporate culture of "Integrity, Excellence, and Responsibility," our...
Jump Trading
Jump Trading is a proprietary trading firm that combines sophisticated quantitative research, cutting-edge technology, and an entrepreneurial culture to trade the global financial markets. Founded in 1999, Jump has over 1,800 employees across offices in Chicago, New York, London, Paris, Singapore, Shanghai, Sydney, Hong Kong, and more.
KAIST
TBD
KAIST is the first and top science and technology university in Korea. KAIST has been the gateway to advanced science and technology, innovation, and entrepreneurship, and our graduates have been key players behind Korea’ innovations. KAIST will continue to pursue advances in science and technology as well as the economic development of Korea and beyond.
OpenAI
OpenAI is an AI research and deployment company. Our mission is to ensure that artificial general intelligence benefits all of humanity.
OPTIVER
Optiver is a global market maker founded in Amsterdam, with 11 offices globally. Established in 1986, we are a leading liquidity provider, with 2,000+ employees, united in our commitment to improve the market through competitive pricing, execution and risk management. By providing liquidity on multiple exchanges across the world in various financial instruments we participate in the safeguarding...
Scale AI
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
Susquehanna
Susquehanna is a global leader in quantitative research and trading, driven by cutting-edge machine learning and deep learning techniques. We build high-performance models to forecast price dynamics, liquidity, and market impact. Our integrated teams of researchers, engineers, and traders solve complex real-world problems, supported by rigorous training and a culture of continuous innovation.
TD Bank / Layer 6
TD Bank Group offers products and services to over 28 million customers worldwide. Through our AI research lab – Layer 6, we develop and deploy industry-leading AI and machine learning systems to advance the field of artificial intelligence in the financial services industry.
The D. E. Shaw Group
The D. E. Shaw group is a global investment and technology development firm founded in 1988 with more than 3,000 people around the world. Members of our technical staff collaborate on challenging problems that directly impact the firm’s continued success, utilizing their analytical, mathematical, and software design skills as well as some of the most advanced computing resources in the world.
Platinum
Abu Dhabi Investment Authority
Established in 1976, ADIA is a globally-diversified investment institution that prudently invests funds on behalf of the Government of Abu Dhabi through a strategy focused on long‑term value creation
Alibaba (China) Co., Ltd
Alibaba Group is a global technology company focused on e-commerce and cloud computing. We empower enterprises with our leading cloud infrastructure, services and work collaboration capabilities to facilitate their digital transformation and grow their businesses.
Apple
Apple is where individual imaginations gather together, committing to the values that lead to great work. Here, you’ll do more than join something — you’ll add something. Every new product, service, or feature we create is the result of people making each other’s ideas stronger.
Xiaomi Corporation
Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.
Bytedance
In support of its mission to Inspire Creativity and Enrich Life, ByteDance has made it easy and fun for people to connect with, create and consume content. People are also able to discover and transact with a suite of more than a dozen products and services such as TikTok, CapCut, TikTok Shop, Lark, Pico and Mobile Legends: Bang Bang, as well as products and services specific to the China market.
Centific
Centific is a global data and AI solutions company that helps organizations move from models to real-world impact. We design, build, and operate the data systems that train, evaluate, and scale AI across languages, domains, and industries; so intelligence works where it matters most.
Mistral AI
Frontier AI. In your hands.
Mistral AI is a pioneer company in generative artificial intelligence, empowering the world with the tools to build and benefit from the most transformative technology of our time. The company democratises AI through high-performance, optimised, and cutting-edge open-source models, products and solutions as well as end-to-end infrastructure with Mistral Compute.
Handshake AI
Handshake has spent a decade helping students launch careers. As AI reshapes work, we’re stepping up to prepare our network for the AI economy. With Handshake AI, we connect skilled talent to leading AI labs—enabling people to monetize expertise, build AI skills, and contribute to frontier model development.
IBM
A leading provider of hybrid cloud and AI, and consulting expertise. We help clients in over 175 countries capitalize on insights from their data, streamline business processes, reduce costs, and gain the completive edge in their industries. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions, and consulting deliver open and flexible options to our clients.
IMC
IMC is a research and tech-driven trading firm with diversified strategies across global markets. We apply advanced ML to expand features, models, and strategies that predict market behaviour and drive performance. We’re looking for PhD and industry candidates ready to apply their research to ML challenges that shape the future of quantitative trading.
MBZUAI - Institute of Foundation Models
We create world-class foundation models that redefine what AI can do - globally impactful, scientifically rigorous, and open for collaboration.
Meta
We’re advancing AI for a more connected world.
Microsoft Corporation
At Microsoft Research, we accelerate scientific discovery and technology innovation to empower every person and organization on the planet to achieve more.
NAVER
Founded in 1999 as Korea's #1 search engine, NAVER has grown into a daily-life super app spanning Search, AI, Commerce, Content, Fintech, and Cloud — with 200+ interconnected services. NAVER applies its proprietary AI across all vertical services to deliver hyper-personalized user experiences.
Shopify
Shopify is the all-in-one commerce platform to start, run, and grow a business. Shopify puts independence within reach for anyone with a dream to start a business. We propel entrepreneurs and enterprises to scale the heights of their potential. Since 2006, we’ve grown to 10,000 employees and generated over $496 billion in sales for millions of merchants in 175 countries.
Turing
Turing is a leading AI infrastructure company for frontier AI labs and a trusted partner for global enterprises looking to deploy advanced AI systems.
Gold
Abridge AI
Founded in 2018, Abridge is the leading enterprise-grade AI platform for clinical conversations trusted by more than 250 health systems. Powered by a purpose-built system of intelligence for healthcare, the company is building real-time bridges between patients, providers, and payers.
AfterQuery
AfterQuery is a research lab investigating the boundaries of AI capabilities. We are a trusted partner to every frontier lab. We create open-source benchmarks and evaluation suites to identify the limitations of existing models, and curate industry-leading human datasets to enhance AI's professional expertise.
Baseten
Baseten is an inference infrastructure provider that specializes in high-scale, customer-facing workloads. The Baseten Inference Stack enables engineering teams to performantly, scalably and cost-effectively serve AI models in production without having to worry about AI infrastructure. Security and compliance is baked into the stack and deployments can be done in any region and on any cloud. With...
Beijing Academy of Artificial Intelligence
BAAI is committed to becoming a leader in artificial intelligence innovation, fostering the world’s best academic and technological innovation ecosystem, tackling the most fundamental questions and critical challenges, and serving as a global hub for academic thought, foundational theories, top talent, corporate innovation, and development policies in the field of artificial intelligence.
Kuaishou
Founded in 2011, Kuaishou is a world-leading content community and social platform. It is committed to be the world's most customer-obsessed company, creating value by helping people find what they need, showcase what they do best, and continuously uplift each person’s unique sense of happiness.
Capital One
At Capital One, we use real-time data at scale, AI and machine learning, and the power of the cloud to solve challenging industry problems and build products, services, and experiences that can make a real difference in millions of peoples’ lives. Website: https://www.capitalone.com/tech/
FriendliAI Corp.
FriendliAI is a leading AI inference platform company helping startups and enterprises deploy and scale AI models efficiently, cost-effectively, and reliably. Its platform delivers superior performance while reducing infrastructure costs, making it easy to move from AI experimentation to large-scale production. FriendliAI supports over 484,000 Hugging Face models through its Dedicated Endpoints,...
General Intuition
General Intuition is the frontier research lab dedicated to building foundation models for environments that require deep spatial and temporal reasoning. We build models at the forefront of AI across agents capable of navigating space and time, world models that provide training environments for those agents, and video understanding models with a focus on transfer to the real world.
Goodfire
Goodfire is a research company using interpretability to understand, learn from, and design AI systems. Our mission is to build the next generation of safe and powerful AI—not by scaling alone, but by understanding the intelligence we're building.
LawZero
LawZero is a non-profit founded by Yoshua Bengio to research and develop technical solutions for safe-by-design AI systems. We are building non-agentic AI to accelerate scientific discovery, provide oversight for agentic AI systems, and advance the understanding of AI risks and how to avoid them.
LG AI Research
LG AI Research is LG Group's AI think tank. Its purpose is to enhance AI capabilities by solving business challenges, conducting cutting-edge AI research, and establishing and implementing ethical principles related to AI technology.
Liquid AI
Liquid is building AI for the real world. We are an MIT spin-off and foundation model company with offices in Boston, San Francisco, and Tokyo.
MATS Research
MATS is an independent research and educational seminar program that supports the next generation of researchers who can address the technical and strategic challenges posed by increasingly capable AI systems. We aim to identify promising individuals, support their development through hands-on research, and connect them with the broader ecosystem of AI alignment organizations, labs, and mentors.
Point72 / Cubist Systematic Strategies
Point72 is a leading global alternative investment firm led by Steven A. Cohen. Cubist Systematic Strategies is the systematic investing business of Point72. We deploy systematic, computer-driven trading strategies across multiple liquid asset classes.
Qube Research and Technologies
Qube Research & Technologies (QRT) is a global investment manager where we deploy a diverse range of investment strategies across geographies, asset classes and time frames. Combining data, research, technology and trading expertise has shaped QRT’s collaborative mindset which enables us to solve the most complex challenges.
Runpod
Runpod is the foundational platform for building, running, and scaling custom AI systems. We provide builders with a curated set of tools, compute, and opinions that form a complete experience, from first prototype to production scale.
Stripe
Stripe is a financial services platform that helps millions of businesses worldwide, from startups to enterprises, accept payments, build flexible billing models and manage money movement.
Toloka
From agentic skills to coding and AI safety — we build data solutions integrating human expertise and technology to accelerate AI development.
Tower Research Capital LLC
Many Teams. One Home. Powered by a high-performance technology platform, Tower is home to the world’s best quantitative trading teams – trading across any time horizon, any market, and any asset class.
Trexquant Investment LP
Trexquant has continuously improved its investment and research platform since starting operations in April 2014. We use rigorous quantitative methods with the objective of creating market-neutral portfolios in global markets. The result is an ever-growing and adapting engine built from thousands of intricate models and tens of thousands of signals.
Two Sigma
Two Sigma is a leading quantitative investment management and trading firm. The company applies a scientific approach to investing, combining cutting-edge technology, artificial intelligence, data science, and quantitative research with rigorous human inquiry to capitalize on market opportunities and deliver alpha for investors. Founded in 2001, Two Sigma employs over 1,700 curious minds.
VESSL AI
VESSL Cloud is a neo-cloud for AI teams, providing instant access to high-performance GPUs, flexible compute and storage, and developer-friendly environments for training, fine-tuning, running inference, and experimentation.
Voxel51
Maximize AI performance with better data. Voxel51 gives you the tools to visualize datasets, surface edge cases, debug model failures, and accelerate labeling. We provide end-to-end clarity from data exploration to model deployment, helping you pinpoint failures and improve performance. Trusted by leading enterprises with 4M+ downloads.
WorldQuant LLC
WorldQuant is a global quantitative asset management firm. Founded in 2007 by Igor Tulchinsky with the belief that talent is global, but opportunity is not, WorldQuant has more than 1,000 employees spread among 27 global offices.
明汯投资 Minghong Investment
Minghong Investment was founded in 2014 in shanghai. Leveraging strong capabilities in data mining, statistical analysis, and software development, the company has built a comprehensive quantitative asset management platform that covers various market cycles, frequencies, and strategies.
Silver
Cartesia AI
We’re building the next generation of AI: ubiquitous, interactive intelligence that runs wherever you are.
DataoceanAI
We empower more than 1100 AI enterprises and academic institutes on R&D with constantly offering over 1700 high quality OTS datasets and customized services, including Generative AI, Ethical AI and Machine Learning, that enable clients’ AI models to stay ahead in the market.
DatologyAI
DatologyAI delivers fully automated, scalable data curation allowing customers to optimize training efficiency, maximize performance, and reduce compute costs with data curation that’s easy to implement and to generalize across models.
Exa Labs Inc.
Exa is building the search engine for AIs. We have massive-scale infrastructure to crawl the web, train state-of-the-art embedding models to index it, and develop super high performant vector databases in Rust to search over it. Learn more about our quest to build knowledge infrastructure for humanity: exa.ai/research
Huawei Technologies Japan K.K.
Our vision and mission is to bring digital to every person, home and organization for a fully connected, intelligent world.
HyperAccel
HyperAccel is an AI semiconductor company that developed the LPU (LLM Processing Unit), an inference accelerator purpose-designed for LLMs. Its LPU leverages LPDDR5X memory for low-latency, high-throughput AI inference at scale, targeting hyperscalers, sovereign AI, and enterprise customers globally.
JQ Investments
JQ Investments is a leading quantitative hedge fund combining world-class research, advanced technology, and a rigorous scientific approach to investing across equities, futures, and other derivatives. For over a decade, we have delivered outstanding returns by pushing the frontier of quantitative innovation.
Meituan
As a tech-driven retail company, Meituan strategically focuses on “Retail + Technology” and adheres to our mission of “We help people eat better, live better”. Established in March 2010, Meituan has been at the forefront of digital upgrading of services and goods retail, driving innovation on both the supply and demand sides.
METR
Research & evals to measure AI risk
METR is a nonprofit research organization that conducts research and evaluations to improve public understanding of the capabilities and risks of frontier AI systems.
Smart Nation Singapore
The Smart Nation initiative is a whole-of-nation effort led by the Ministry of Digital Development and Information. Launched in 2014 and refreshed in 2024, Smart Nation 2.0 aims to harness technology to help people live meaningful and fulfilling lives, while building a trusted and inclusive digital future for all.
Modal
AI Infra developers love
Deploy generative AI models, large-scale batch jobs, job queues, and more on Modal's platform. We help data science and machine learning teams accelerate development, reduce costs, and effortlessly scale workloads across thousands of CPUs and GPUs.
Our pay-per-use model ensures you're billed only for actual compute time, down to the CPU cycle. No more wasted resources or idle costs—just efficient, scalable computing power when you need it.
Nebius
Nebius, the AI cloud company, is building the full-stack platform for developers and companies to take charge of their AI future — from data and model training to production deployment. Founded on deep in-house technological expertise and operating at scale with a rapidly expanding global footprint, Nebius serves startups and enterprises building AI products, agents, and services worldwide.
Nexdata
Nexdata provides top-notch training data solutions and is your reliable partner. With an extensive array of off-the-shelf datasets and flexible data collection and annotation services, we provide high-quality data solutions to clients in various industries, including automotive, retail, finance, high-tech, etc., allowing their AI initiatives to thrive and benefit humanity. Our headquarters is...
Preference Model
Preference Model builds reinforcement learning environments and training tasks for frontier AI labs. Our engineers design graded problems across software engineering, ML research, GPU kernels, and agentic reasoning. We're hiring researchers and engineers based in San Francisco. Stop by to meet the team.
Prior Labs
Prior Labs is building breakthrough foundation models that understand spreadsheets and databases - the lifeblood of science and business. While foundation models have transformed text and images, tabular data has remained largely untouched. We're tackling this opportunity to revolutionize how we approach scientific discovery, medical research, financial modeling, and business intelligence.
Quadrillion
Quadrillion is a research lab building agents for complex research problems. We train models and build systems that will power the next wave of scientific discovery.
Simular
We are Simular - the Autonomous Computer Company. Computers today rely on humans for operation and need hands-on oversight to get anything done. At Simular, we’re building the next chapter: computers that grasp your intent and independently handle any digital task you set. We create general-purpose, reliable, continually-learning AI that interacts with computers just like people do by navigating...
Snorkel AI
Snorkel is where expert data development meets applied AI research. We build and apply our platform to deliver the datasets, benchmarks, and evaluation methods that help AI and agentic systems perform in the real world.
Tencent
Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life of people around the world.
Together AI
Together AI is the AI Native Cloud — purpose-built for developing and scaling AI native apps.
Tynapse
Tynapse builds runtime AI trust infrastructure for enterprise AI. Our 3-Tier Trust Architecture (Detect → Judge → Audit) sits between user input and AI output to catch policy violations in real time, make contextual judgments, and auto-generate audit trails — purpose-built for regulated industries like finance.
WIZARDQUANT
Founded in 2014, WizardQuant is a quantitative hedge fund with a presence in Shanghai, Beijing, Shenzhen, Hong Kong, and New York. Harnessing advanced research methodologies, cutting-edge trading technologies, and an integrated trading system, WizardQuant consistently achieves sustainable profitability across diverse financial markets, including futures, stocks, options, and other instruments.
Yokogawa Electric Corporation
Yokogawa is a leading provider of Industrial Automation and Test and Measurement solutions. Combining superior technology with engineering services, project management, and maintenance, Yokogawa delivers field proven operational efficiency, safety, quality, and reliability.
Bronze
Baidu
Founded in 2000, Baidu's mission is to make the complicated world simpler through technology. Baidu is a leading AI company with a strong Internet foundation. We are one of the few companies worldwide operating on a full-stack layout in AI.
ElevenLabs
Leading AI voice and audio models
ElevenLabs is an AI research and product company transforming how we interact with technology. We build the industry’s leading AI voice and audio models, and deliver them through a platform powering the best enterprises, creators, and developers. From ElevenAgents for customer experience, ElevenCreative for content creation, to the leading AI voice generator.
Humanis
Stochastic world-models for physical AI
Humanis is building stochastic world-models for the safe deployment of physical AI. From physics to biology, telecommunications to energy grids, robotics motion to fluid dynamics, we are building foundational technology to simulate and symbolically model these systems at scale.
World-models can enable deploying advanced AI in a safe way, by acting as a sandbox and a tripwire. Scaling world-modelling technology to human-level AI may well be the safest AGI deployment path available.
Luma
Luma AI’s mission is to build Multimodal AGI: AI that can generate, understand, and operate in the physical world.
Nota AI
Founded in 2015, Nota is a compressed AI solutions and software optimization platform business with a focus on the B2B and B2G markets. Our mission is to accelerate and maximize the everyday use of AI in the global market. Our main platform solution, NetsPresso, resolves Cloud and server-based AI solutions related issues, such as limited network, excessive cost, and privacy breach.
PDT Partners
Our work: building quantitative models to find market inefficiencies. After rigorous testing, we deploy them on automated global trading systems. This complex process requires company-wide collaboration. Success is driven by scientific rigor and compassionate culture—we’re not a typical trading firm.
Vector Institute
We are a Canadian globally-renowned AI Institute that empowers researchers, businesses and governments, to develop and adopt AI responsibly.
Ruby
Adyen
Ambitious? So are we.
At Adyen, everything we do is engineered for ambition. We started with payments, at a time when providers offered services based on a patchwork of systems built on outdated infrastructure. Ambition demanded more. So we set off to build a financial technology platform for the modern era, entirely in-house, from the ground up. Today, we provide leading businesses around the world with end-to-end payment capabilities, data enhancements, and financial products in a single solution.
Contra Labs
Creative intelligence.
The frontier human data and evaluation lab for creative AI. 1.5M+ verified creative experts setting the benchmark for style, tone, and taste with next-gen creative tools.
hillclimb
Training Data for RSI
We make and scale RL environments for AI research workflows to improve model capabilities towards recursive self-improvement.
Longqi Scientific Investments
A Lifelong Pioneer in Quant Investing
Longqi Scientific Investment (“Longqi”) is a leading institutional quantitative hedge fund manager dedicated to the China equity market. Established in 2011 by Dr. Ken Zhu, the firm operates out of Hangzhou and Hong Kong SAR, striving to generate steady alpha for long-term investors.
Revelo
We help LLMs write better code.
Code-specialized human data. 400K+ elite engineers on demand. Complete flexibility. The expert data partner frontier labs use to crush coding benchmarks.
RLWRLD
Dexterity is Intelligence.
Dexterity is Intelligence. We solve the industry's last-mile dexterity problem with industry data.
RLDX-1 is our dexterity-first robotics foundation model for robot hands, treating torque and tactile as native modalities.
True five-finger manipulation across single-arm, dual-arm, and humanoid embodiments.
Shanghai Artificial Intelligence Laboratory
Shanghai AI Lab
The Shanghai AI Laboratory is a national-level new-type research institute. Our vision is to build a world-class AI laboratory, with pioneering contributions on original theories and key technologies. By gathering global top talents and creating a stimulating and collaborative research environment, the Laboratory aims to conduct original and influential research, make fundamental contributions to basic theories, and create remarkable impact on industry, healthcare and education.
Book Publisher
Association for Computing Machinery
ACM is the world’s largest computing society and a leading global source for scientific information through its books, journals, magazines, and the proceedings of more than 170 annual conferences and symposia. ACM also provides access to the ACM Digital Library (DL), a comprehensive and expanding database of literature and detailed bibliographic resources for computing professionals.
CoCalc by SageMath, Inc.
CoCalc enables reproducibility and practical usage of exercises in textbooks like An Introduction to Python Programming for Scientists and Engineers and simulations in journals such as "the Journal of Fluid Mechanics", published by Cambridge University Press.
SPRINGER NATURE
Global Reach, Academic Impact
Springer is a leading global scientific, technical and medical portfolio, providing researchers in academia, scientific institutions and corporate R&D departments with quality content through innovative information, products and services. Springer is part of Springer Nature, a global publisher that serves and supports the research community.
Translated
Translated is a language services company and translation technology provider founded in 1999 in Rome, Italy. It specializes in delivering professional translation, localization, and language solutions by combining expert human translators with advanced AI and machine‑assisted tools to help individuals and businesses communicate across languages.
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