Platinum
Amazon Science gives you insight into the company’s approach to customer-obsessed scientific innovation. Amazon fundamentally believes that scientific innovation is essential to being the most customer-centric company in the world. It’s the company’s ability to have an impact at scale that allows us to attract some of the brightest minds in artificial intelligence and related fields.
We’re a diverse collective of thinkers and doers, continually reimagining what’s possible. And every new product, service, or feature we invent is the result of people working together to make each other’s ideas stronger.
Founded in 2012, ByteDance is a technology company operating a range of content platforms that inform, educate, entertain, and inspire people across language, culture. Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. Our mission: To Inspire Creativity and Enrich Life.
Citadel is a leading investor in the world’s financial markets. Our global team works to help our capital partners achieve their financial goals. Citadel Securities is a leading quantitative trading firm and market maker. Both firms share a common commitment to bringing the brightest minds together to leverage cutting-edge techniques, such as machine learning, to solve some of the most complex research and technology problems in the world.
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**ABOUT CITADEL**
For over a quarter of a century, we have sought to deliver industry leading investment returns to clients
including corporate pensions, endowments, foundations, public institutions, and sovereign wealth funds. Our global team works to help our clients’ capital fulfill its greatest potential across a diverse range of markets and investment strategies, including fixed income & macro, equities, quantitative, commodities and credit. For more information, visit Careers at Citadel.
Learn More --- **ABOUT CITADEL SECURITIES** Citadel Securities is a leading global market maker, delivering a broad array of fixed income and equity products to banks, broker dealers, government agencies, corporations, insurers, and sovereign wealth funds. Through innovation and efficiency, the firm provides liquidity with the goal of driving price discovery in more than 35 countries and making markets more competitive, open, and transparent. Since its founding more than 15 years ago, Citadel Securities has cultivated a culture of excellence, assembling the brightest minds in trading, technology, and the sciences to make better markets for a better world. For more information, visit Careers at Citadel Securities.
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DeepMind is the world leader in artificial intelligence research and its application for positive impact. We’re on a scientific mission to push the boundaries of AI, developing programs that can learn to solve any complex problem without needing to be taught how. If we’re successful, we believe this will be one of the most important and widely beneficial scientific advances ever made, increasing our capacity to understand the mysteries of the universe and to tackle some of our most pressing real-world challenges.
Facebook researchers seek to understand and develop systems with human level intelligence by advancing the longer-term academic problems surrounding AI. Our research covers the full spectrum of topics related to AI, and to deriving knowledge from data: theory, algorithms, applications, software infrastructure and hardware infrastructure. Long-term objectives of understanding intelligence and building intelligent machines are bold and ambitious, and we know that making significant progress towards AI can’t be done in isolation. That’s why we actively engage with the research community through publications, open source software, participation in technical conferences and workshops, and collaborations with colleagues in academia.
We’re bringing the world closer together, but we’re just getting started. As we like to say, the journey is just 1% finished. Join us to begin your own. World-class mentors, our open culture, and opportunities to make a real impact are just a few reasons to join the Facebook AI team. Discover for yourself what makes working at Facebook the ultimate learning experience.
Google's mission is to organize the world’s information and make it universally accessible and useful, and we advance that mission every day in incredible new ways. Research across Google provides new ways of looking at old problems and helps transform how we all work and live, and we think the biggest impact comes when everyone in the world can access it. To that end, we use state-of-the-art computer science techniques to solve problems for our users, our customers and the world, making it easier for you to do things every day, whether it’s searching for photos of people you love, breaking down language barriers, or helping you get things done with your own personal digital assistant.
The Institute of Advanced Research in Artificial Intelligence (IARAI) brings together international top talent to work on big data to solve the major challenges of our society. The institute advances basic and applied research in Artificial Intelligence (AI), from white-boxing AI to smart cities, sustainable mobility, climate change, and health.
IARAI is an independent academic institute building a unique environment where industrial scale real-world data are openly shared with scientific community. This is crucial for improving performance of AI algorithms, which strongly rely on the training data.
We collaborate with leading institutions across academia, government, and industry. We publish cutting-edge research and organize scientific visits, seminars, and competitions, including the Traffic4cast challenges selected for the NeurIPS competition track.
Our research focuses on three broad areas:
* Prediction through Description - we investigate the reliability and interpretability of modern machine learning models. We focus on high impact questions such as predicting patterns in urban traffic or large-scale rainfall. We can assess climate change, improve biomedical image classification, and help discover new drugs.
* World Simulation - We train AI agents in simulators by reinforcement learning or other meta-learning strategies to study climate change models, smart cities, sustainable mobility, and fleet management.
* A Theory of AI - We work towards an intuitive explanation and a rigorous understanding of the latest ‘black-box’ algorithms.
Intel (NASDAQ: INTC), a leader in the semiconductor industry, is shaping the data-centric future with computing and communications technology that is the foundation of the world’s innovations. The company’s engineering expertise is helping address the world’s greatest challenges as well as helping secure, power and connect billions of devices and the infrastructure of the smart, connected world – from the cloud to the network to the edge and everything in between. Find more information about Intel at newsroom.intel.com and intel.com.
Invenia Labs is a machine learning company that optimises the world’s electrical grids. Driven by a devoted team from a variety of fields and backgrounds, Invenia designs and runs a system that helps to solve large-scale efficiency problems, while also lowering harmful emissions.
Individualized medicine, also known as personalized medicine or precision medicine, means tailoring diagnosis and treatment to each patient to optimize care. Now, at a time when we can routinely sequence a whole human genome and better understand the function of genes that form part of our genome, individualized medicine at Mayo Clinic has been taken to the molecular level. The Mayo Clinic uses unique genetic code, machine learning, and artificial intelligence to more effectively and precisely diagnose, treat, predict and eventually prevent disease.
As the global expert in solving rare and complex disease, Mayo Clinic has a long history of excellence in healthcare and medical innovation. It is widely regarded as one of the United States' best hospitals, and was ranked #1 in the country on the 2020–2021 U.S. News & World Report List of "Best Hospitals" of the United States, maintaining a position near the top for more than 25 years. Mayo Clinic has been on the list of "100 Best Companies to Work For" by Fortune Magazine for fifteen consecutive years, and exists to solve the world’s most challenging medical problems, one patient at a time.
Two Sigma is a financial sciences company, combining rigorous inquiry, data analysis, and invention to solve the toughest challenges in investment management, insurance, securities, private equity, and venture capital. Founded in 2001 by David Siegel and John Overdeck, Two Sigma employs over 1600 creative minds, and has offices in New York, Houston, Portland, London, Tokyo, Hong Kong and Shanghai. For more Information visit twosigma.com
Gold
Baidu is a leading AI company with a strong Internet foundation. Baidu is one of the very few companies in the world that offers a full AI stack, encompassing an infrastructure that consists of AI chips, deep learning framework, core AI capabilities, as well as an open AI platform to facilitate wide application and usage. Baidu has been named by international organizations as one of the top four leading global AI companies. With its mission to “make the complicated world simpler through technology”, Baidu promotes constant technological innovation, and is committed to being a top global technology company which best understands users’ needs and enables their growth.
Bloomberg is Hiring Data Scientists!
At Bloomberg, we use machine learning everyday to solve real works problems. Watch the video below, or view career opportunities here.
Bloomberg is building the world's most trusted information network for financial professionals. Our 6,500+ engineers, developers, and data scientists are dedicated to advancing and building new solutions and systems for the Bloomberg Terminal and other products in order to solve complex, real-world problems. Improving search and discovery of relevant content, functionality, and insights are critical focus areas for Bloomberg. To this end, we use Machine Learning, Deep Learning, Natural Language Processing, Information Retrieval, and Knowledge Graph technology across Bloomberg in several applications, including search, question answering, data integration, recommender systems, etc. to quickly understand and respond to major world events in order to predict when or how breaking business news will move markets – and why.
Boltzbit is an AI tech company founded in 2020 by three researchers. The mission of Boltzbit to advance all technological innovations with AI. We at Boltzbit research into solving fundamental limitations of current AI by improving Boltzmann machines with latest deep learning techniques. Boltzbit provides both cloud-based automated AI development platform and innovative AI enterprise solutions.
Cubist designs and implements systematic, computer-driven trading strategies based on rigorous research to invest across multiple liquid asset classes. Our Portfolio Manager teams around the world develop their investment theses from our unparalleled access to a wide range of publicly available data. Our colleagues come from other firms, related fields, and directly from academia. Whatever their backgrounds, Cubist professionals combine a passion for problem solving, strong technical skills, and the highest ethical standards.
Thank you so much for your interest in Hudson River Trading. While we wish we could see you in person, we’re excited to tell you more about who we are and what we do!
Hudson River Trading (HRT) 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.
At HRT we come from all sorts of backgrounds: mathematics, computer science, statistics, physics, and engineering. We’re a community of self-starters who are motivated by the excitement of being at the cutting edge of automated trading. Our culture celebrates great ideas whether they come from HRT veterans or new hires. At HRT we’re friends and colleagues, whether we are sharing a meal, playing the latest board game, or writing elegant code. We embrace a culture of togetherness that extends far beyond the walls of our office.
Seem like something you might be interested in? Our goal is to find the best people and bring them together to do great work in a place where everyone is valued. HRT is proud of our diverse staff; we have offices all over the globe and benefit from our varied and unique perspectives. HRT is an equal opportunity employer; so whoever you are we’d love to get to know you.
There is no AI without algorithms. In our pursuit of fluid intelligence, we are continuing to advance our work in deep learning, and putting significant investment into neurosymbolic AI, which combines the power of neural networks with symbolic methods to help AI reason more effectively.
In parallel, we’re delivering secure, trusted AI with work focused on governance, explainability, fairness, and bias reduction, and empowering AI creators with AI engineering tools and capabilities that simplify and automate key tasks like data preparation, training and lifecycle management.
Finally, we’re developing a new class of AI hardware that is inherently energy-sufficient, increasing compute power by orders of magnitude without the demand for increased energy.
Learn more about all that we are doing
@ ICML 2021
Learn more about
IBM Research AI
Researchers at Microsoft work every day to accelerate scientific discovery and deliver technology innovation that empowers every person and organization on the planet to achieve more. They operate across a wide range of scientific and technical disciplines to advance the state of the art, make a substantial impact on the company’s products and services, and benefit society at large. And they do this within an open, diverse and interdisciplinary research culture, powered by the freedom to think big, take risks and try new things.
Microsoft Research is where leading scientists and engineers have the freedom and support to tackle complex problems that propel innovation and improve lives.
Find out more:
Netflix is a streaming service that offers a wide variety of award-winning TV shows, movies, anime, documentaries, and more on thousands of internet-connected devices. You can watch as much as you want, whenever you want without a single commercial – all for one low monthly price.
Qualcomm is the world’s leading wireless technology innovator and the driving force behind the development, launch, and expansion of 5G. When we connected the phone to the internet, the mobile revolution was born. Today, our foundational technologies enable the mobile ecosystem and are found in every 3G, 4G and 5G smartphone. We bring the benefits of mobile to new industries, including automotive, the internet of things, and computing, and are leading the way to a world where everything and everyone can communicate and interact seamlessly.
Qualcomm Incorporated includes our licensing business, QTL, and the vast majority of our patent portfolio. Qualcomm Technologies, Inc., a subsidiary of Qualcomm Incorporated, operates, along with its subsidiaries, substantially all of our engineering, research and development functions, and substantially all of our products and services businesses, including our QCT semiconductor business.
“Research in Germany” is an initiative of the Federal Ministry of Education and Research. It presents Germany as a country of research and innovation and creates a forum for international exchange and cooperation.
At ICML, the initiative presents the AI and Machine Learning research landscape in Germany. Learn more about research at the Cluster of Excellence “Machine Learning,” several Collaborative Research Centers, Cyber Valley, the network hessian.AI and the Max Planck Society as well as about funding programmes for AI researchers with the Alexander von Humboldt Foundation, the German Academic Exchange Service, and the German Research Foundation.
Headed by Simon Lacoste-Julien, professor in computer science at Université de Montréal and co-founding member of Mila, SAIL is located in Mila's corporate space at the heart of the Montreal AI ecosystem nearby Element AI, Borealis AI, FAIR, Microsoft Research and others where an open collaborative environment is encouraged.
**Research Areas & Core Activities**
Current research themes for the lab are: optimization and generalization in machine learning, with applications to structured data such as in natural language understanding or computer vision; interpretability of deep models, causal modeling and explainable AI; neural network compression and graph neural networks. Interaction with visitors from the AI and Software research center from SAIT (Samsung Advanced Institute of Technology) in Korea is encouraged. Their research interests include deep learning, natural language processing, visual recognition, neural processors and autonomous driving, among others.
Sberbank is Russia’s largest financial institution and a leading global one undergoing a rapid transformation into a tech giant. Holding almost one-third of aggregate Russian banking sector assets, Sberbank is the key lender to the national economy and one of the biggest deposit takers in Russia. The Government of the RF represented by the Ministry of Finance of the Russian Federation is the principal shareholder of Sberbank owning 50% plus one voting share of the bank’s authorized capital, with the remaining 50% minus one voting share held by domestic and international investors. Sberbank has customers in 18 countries. The bank has a major distribution network in Russia with about 14,000 branches, while its international operations – subsidiary banks, branches, and chapters – include the UK, US, CIS, CEE, India, China, and other countries. 2020 Sberbank underwent a rebranding, offering financial and non-financial services of the bank and Sberbank Group. The Sber ecosystem is a raft of services for life and daily assistance in handling pressing everyday issues for individual customers and businesses.
Toloka is a crowdsourced data-labeling platform, serving the needs of approximately 2,000 businesses worldwide and growing. Toloka relies on a geographically diverse labour pool of around 9 million registered users – 200,000 of which are active monthly, on average – located in over 100 countries across all time-zones, providing 24/7 support.
Waymo’s mission is to make it safe and easy for people and things to get where they’re going. With the Waymo Driver, we can improve the world’s access to mobility while saving thousands of lives now lost to traffic crashes.
Co-innovating Tomorrow
Since its founding in Tokyo in 1915, Yokogawa has contributed to the development of a wide range of industries including oil, gas, chemicals, power, and iron & steel, and has established a global reputation as a leader in the control field. Yokogawa delivers comprehensive solutions that make use of machine learning and AI, and creates sustainable value through co-innovation with its customers.
Silver
Our vision is to build the future digital infrastructure of services, and thereby bring about constant and incremental changes that are beneficial to the world.
We do not believe bigger is better; our pursuit is sustainable development that lasts at least 102 years.
The Bosch Center for Artificial Intelligence (BCAI) was created in 2017 out of existing competence centers to deploy cutting-edge AI technologies across Bosch products and services creating solutions that are "Invented for life". We employ roughly 270 associates worldwide, dedicated to over 185 projects within seven locations: Germany, India, United States, Israel and China.
Using data from Bosch's various business divisions, we conduct cutting-edge research that focuses on safe, secure, robust, and explainable AI. We design and implement AI for smart, connected, and autonomous technologies across Bosch business sectors.
By collaborating with international partners, we are committed to fostering scientific exchange. We actively look for opportunities to expand our research network further and to collaborate with industry thought leaders.
causaLens is pioneering Causal AI, a new category of intelligent machines that understand cause and effect.
Current machine learning approaches have severe limitations when applied to real world business problems - they severely overfit and do not adapt when the environment changes. causaLens’ Platform provides transparent causal insights and suggesting actions that directly improve business KPIs
At Graviti, we are building a data management toolkit for scalable AI solutions. Graviti Open Datasets platform and TensorBay are going to accelerate and redefine AI development.
Rora is a negotiation service for high-achieving STEM professionals. What Rora enables is a space for candidates to be informed and feel safe to communicate their needs to be successful employees. Doing this is outside of what a company should be responsible for because being an advocate for the employee while they are employed/paid by the company is an obvious conflict of interest.
ServiceNow is making the world of work, work better for people. Our Advanced Technology Group is a customer-focused innovation group of researchers, applied scientists, engineers, and product managers with a dual mission. In equal measure, we lay the foundations, research, experiment, and de-risk AI technologies that unlock new work experiences of the future.
We're hiring, come join our team!
Squarepoint is a global investment management firm that utilizes a diversified portfolio of systematic and quantitative strategies across financial markets that seeks to achieve high quality, uncorrelated returns for our clients. We have deep expertise in trading, technology and operations and attribute our success to rigorous scientific research. As a technology and data-driven firm, we design and build our own cutting-edge systems, from high performance trading platforms to large scale data analysis and compute farms. With main investment offices in New York, London and Singapore, we emphasize true, global collaboration by aligning our investment, technology and operations teams functionally around the world.
The D. E. Shaw group is a global investment and technology development firm. Founded in 1988 over a small bookstore in downtown New York City, we began with six employees and quickly became a pioneer in computational finance. Since then, we’ve built a reputation for successful investing based on persistent innovation, analytical rigor, careful risk management, and uniquely talented employees.
Founded in 1998 by Mark Gorton, Tower Research Capital is a trading and technology company that has built some of the fastest, most sophisticated electronic trading platforms in the world.
XTX Markets is a leading, quantitative-driven algorithmic trading firm which seeks to automate all aspects of our business. We partner with institutional clients, counterparties and trading venues globally to deliver liquidity in the Equity, FX, Fixed Income, and Commodity markets. We are the 3rd largest FX liquidity provider globally (Euromoney 2020).
The core of XTX's liquidity provisioning activities is a proprietary "fair value" model in combination with the utilisation of sophisticated technology.
We are a team of 150+ people globally with offices in London / New York / Singapore / Paris / Mumbai
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