Deep Learning Model Quantization and Compression - Associate

Join our innovative team at Bosch Group as an Associate focused on Deep Learning Model Quantization and Compression. In this role, you will explore advanced techniques to optimize deep learning models, ensuring they are efficient and effective for real-world applications. Your contributions will play a critical role in enhancing our AI solutions.

Role Overview Bosch Group is seeking a Scientist focused on model compression and low bit precision technologies. Based in Shanghai, this role centers on advancing methods that make machine learning models more efficient and effective. What You Will Do Develop and refine techniques for model compression and low bit precision in machine learning applications Work with a team to design solutions that improve model performance and resource efficiency Contribute to research projects aimed at expanding the capabilities of artificial intelligence Location Shanghai

At Jump Trading Group, we are passionate about pioneering world-class research that propels the boundaries of science and technology. Our mission is to empower extraordinary talent in Mathematics, Physics, and Computer Science to harness cutting-edge research and apply it to the global financial markets. Our unique culture thrives on innovation, creativity, intellectual honesty, and a competitive spirit. We believe in collective success and nurture individual talents through collaboration and mutual respect. At Jump, the results of our research do more than enhance risk-adjusted returns; we design, develop, and deploy transformative technologies, invest in startups across various industries, and partner with leading global research institutions and universities to address pressing challenges. The quantitative trading teams at Jump Trading delve into the complexities of global markets, utilizing sophisticated statistical analysis, machine learning, and deep learning techniques to understand various traded products and exchanges. Our research informs predictions and aids in the development of profitable trading models.

About YouYou are an innovative and hands-on researcher who excels in a dynamic, fast-paced environment. As a self-motivated team player, you possess an exceptional ability to efficiently execute your tasks. You have a profound understanding of transformer architectures, combined with expertise in Python and tensor programming. Your vision for AI transcends linear sequences, and you embrace 'the scaling law'. You adeptly transform high-level objectives into actionable research and implementation strategies, ensuring consistent progress. When articulating your concepts, you clarify complex technical issues with ease. Your enthusiasm for exploring new ideas and sharing knowledge with your colleagues is evident. You leverage these capabilities to deliver tangible advantages for our researchers, engineers, and millions of users, and you are passionate about advancing our mission to redefine AI's capacity to understand and generate 3D environments.About UsAt Meshy, we envision a world where 3D creation is limitless and accessible to all. Our core mission is to unleash creativity. We have developed a comprehensive pipeline for 3D content creation, which encompasses text and image input to 3D output, texture editing, animation rigging, and more. Our vibrant community allows creators to showcase their work, draw inspiration from peers, and utilize the platform as an asset marketplace for their games and prototypes. Recognized as the leading provider in 3D generative AI tools (as per the 2024 A16Z Games survey), we deliver real value utilized by enterprises including Meta, Square Enix, DeepMind, and millions of end users. Meshy finds applications in game and film production, 3D printing, industrial design, and even in training and simulation for robotics and physical AI.Your Next ChallengeAs a vital member of our team comprising research scientists and machine learning engineers at Meshy, you will spearhead the development of our core 3D-native generative foundational model. In this capacity, you will engage in foundational research to propel 3D AI forward, applying insights from diverse ML fields and striving to advance the state of the art. You will pursue ambitious long-term research objectives while delineating intermediate milestones.The key responsibilities include, but are not limited to:Design, train, and enhance large-scale 3D generative models, covering pre-training, post-training, and innovative paradigms in diffusion, flow matching, and multi-modal learning.Bridge gaps between various research disciplines to foster a collaborative and innovative research environment.

Join Bosch Group as a World Model Algorithm Engineer - XC and be part of a pioneering team focused on developing innovative algorithms that drive the future of technology. The ideal candidate will leverage their skills in algorithm development, machine learning, and data analysis to create cutting-edge solutions.

About YouYou are a gifted researcher with a hands-on approach, flourishing in dynamic environments. Your self-motivation and collaborative spirit enable you to achieve results swiftly and effectively. With a profound grasp of transformer architecture, proficient programming skills in Python and TensorFlow, and a forward-thinking vision for AI that transcends linear sequences, you adhere to the principles of 'scaling law'. Your capability to convert high-level ambitions into actionable research and implementation strategies is paramount. When sharing your ideas, you excel in elucidating complex technical topics. Your openness to new concepts and eagerness to impart knowledge to your team are key assets. Your expertise contributes to tangible advancements for our researchers, engineers, and millions of users, as you help propel our mission to innovate in AI that comprehends and fabricates 3D environments.About UsAt Meshy, we envision a world where 3D creation knows no limits and is universally accessible. Our mission is clear: to unleash creativity. We have established a comprehensive pipeline for 3D content, encompassing text/image conversion to 3D, texture editing, animation rigging, and more. Our community thrives on collaboration, allowing creators to share their work, draw inspiration, and utilize it as an asset marketplace for their games and prototypes. Recognized as the leading platform in 3D generative AI (2024 A16Z Games survey), Meshy is valued by enterprises including Meta, Square Enix, and DeepMind, and is embraced by millions of end-users. Our technology is pivotal in game and film production, 3D printing, industrial product design, and in enhancing novel product features like user-generated content, as well as training and simulation for robotics and physical AI.Your Next ChallengeAs a vital member of our team of research scientists and machine learning engineers, you will spearhead the progress of our core 3D-native generative foundational model. This role will involve delving into foundational research to enhance 3D AI, applying insights from various machine learning domains, and pushing the boundaries of what's possible. You will set ambitious long-term research objectives while also identifying significant intermediate milestones.Key responsibilities include, but are not limited to:Designing, training, and refining large-scale 3D generative models, covering pre-training, post-training, and exploring innovative paradigms in diffusion, flow matching, and multi-modal learning.Bridging the gap between pioneering research and practical application, deploying models into production environments.

Join NielsenIQ as a Data Modeling Manager and play a pivotal role in harnessing data insights to drive business strategies. In this dynamic position, you will lead a team of skilled data modelers, oversee the development of sophisticated data models, and collaborate closely with cross-functional teams to ensure our analytics capabilities are top-notch. Your expertise in data modeling techniques and tools will be essential in transforming raw data into actionable insights that enhance decision-making processes.

Join NielsenIQ as a Data Modeling Analyst, where you will leverage your analytical skills to develop robust data models that drive business insights and support data-driven decision-making. In this role, you will collaborate with cross-functional teams to analyze complex datasets and provide actionable recommendations to enhance our operations.

We are seeking a highly skilled Senior AI Model Deployment Specialist to join our dynamic team at Bosch Group in Shanghai. In this pivotal role, you will be responsible for deploying advanced AI models and ensuring their efficiency and effectiveness within our systems. You will collaborate with cross-functional teams to integrate AI solutions that drive innovation and enhance operational performance.As a key player in our organization, you will leverage your expertise in AI technologies to deliver impactful results. If you have a passion for AI and a desire to contribute to groundbreaking projects, we encourage you to apply!

Join Bosch Group as an End-to-End Large Model Algorithm Engineer/Expert. In this dynamic role, you will lead the development of cutting-edge algorithms for large model systems, enhancing our capabilities in artificial intelligence and machine learning. Your expertise will contribute significantly to innovative projects that push the boundaries of technology.

Join the Bosch Group as an AI Research Scientist specializing in Visual Large Language Models (VLM). In this role, you will work on cutting-edge AI technologies that integrate visual understanding with natural language processing. We are seeking innovative thinkers who are passionate about advancing AI capabilities and can work effectively within a collaborative team environment.

About the Role Bosch Group is seeking a Reinforcement Learning Scientist in Shanghai to help develop new machine learning solutions. This position focuses on research and collaboration within a team dedicated to advancing artificial intelligence.

Join Bosch Group as an End-to-End Closed-Loop Reinforcement Learning Scientist in Shanghai, where you will leverage cutting-edge artificial intelligence technologies to innovate and improve autonomous driving systems. Collaborate with a team of experts to develop and implement robust reinforcement learning algorithms that enhance vehicle performance and safety.

Join our dynamic team at Bosch Group as an AI Large Model Algorithm Engineer/Expert. We are seeking a talented individual who is passionate about artificial intelligence and machine learning. In this role, you will be responsible for developing and optimizing algorithms for large AI models, contributing to innovative projects that shape the future of technology.

Join our innovative team at Bosch Group as an Automated Annotation Algorithm Engineer with a focus on model development. In this role, you will be at the forefront of enhancing machine learning models through automated annotation processes. Your expertise will contribute significantly to improving the accuracy and efficiency of our algorithms.

Join Bosch Group as a Research Scientist specializing in Reinforcement Learning in Shanghai. We are seeking innovative minds who are passionate about artificial intelligence and eager to contribute to groundbreaking projects. You will collaborate with a team of experts to develop and implement advanced reinforcement learning algorithms, pushing the boundaries of technology.

Join Bosch Group as an AIGC Large Model Algorithm Engineer focusing on autonomous driving technology. In this critical role, you will leverage advanced AI and machine learning algorithms to develop and enhance large-scale models that drive the future of autonomous vehicles.

About MeshyHeadquartered in Silicon Valley, Meshy is a pioneering generative AI company dedicated to unleashing 3D creativity. We are transforming the way 3D content is created, enabling both professional designers and creative enthusiasts to produce stunning 3D assets from simple text or images in just minutes. What once took weeks and significant financial investment has been streamlined to be both efficient and cost-effective.Our diverse team comprises some of the brightest minds in computer graphics, artificial intelligence, and 3D art, with alumni from prestigious institutions like MIT, Stanford, and Berkeley, as well as veterans from industry giants such as Nvidia and Microsoft. We operate globally with offices across North America, Asia, and Oceania, fostering a collaborative and inclusive culture focused on solving the world's 3D challenges. Our innovation and technical prowess have garnered support from leading venture capital firms, raising $52 million in funding.Meshy has established itself as a leader in the industry, recognized as the most popular 3D AI tool according to the A16Z Games 2024 report and ranking first in website traffic on SimilarWeb, with over 3 million monthly visits. We proudly serve over 5 million users and have generated more than 40 million 3D models, becoming the trusted choice for countless creators and developers.Our founder and CEO, Yuanming (Ethan) Hu, holds a Ph.D. in graphics and AI from MIT and is the mastermind behind the acclaimed Taichi programming language, which has received over 27,000 stars on GitHub and is utilized by more than 300 organizations worldwide.

Join Coupang as a Senior Staff Machine Learning Engineer focusing on Large Language Models (LLM).We are dedicated to delighting our customers with a seamless shopping experience. Our commitment is evident when our customers express, “How did we ever live without Coupang?” Our company, driven by a passion for innovation, is transforming the multi-billion-dollar commerce landscape, solidifying our reputation as a dependable leader in South Korean eCommerce.At Coupang, we merge the agility of a startup with the resources of a large global corporation. This unique environment fosters our rapid growth, enabling us to continuously launch new services with the same speed since our inception. Our entrepreneurial spirit thrives on the opportunity to initiate groundbreaking ideas and innovations. Being part of Coupang means witnessing the growth of yourself, your colleagues, your team, and the entire company every day.Our vision to define the future of commerce is tangible. We challenge conventional boundaries to overcome obstacles and redefine traditional trade-offs. By joining Coupang, you will play an essential role in crafting extraordinary experiences in a continuously evolving, high-tech, and hyper-connected world.In this role, you will be part of the AI and Knowledge Engineering team, tasked with delivering the most effective technical solutions to enhance customer experiences. We advance fields such as Knowledge Graphs, agents, LLMs, AI, ML, NLP, and multimodal models. We seek engineers passionate about pioneering technology at the intersection of semantic knowledge bases, agents, NLP, LLM, ML, and software engineering. Join us in building a world-class team that propels advancements in AI/NLP/ML/LLM/RL/Knowledge Graph technologies.

Join Bosch Group as a Reinforcement Learning Algorithm Scientist in the field of Intelligent Driving. You will be at the forefront of developing innovative algorithms that enhance the performance of autonomous driving systems. Your work will involve collaborating with a cross-functional team to integrate advanced machine learning techniques into real-world applications.