Research Engineer - Diffusion LLM Team at ifm-us

About the Institute of Foundation ModelsWe are a premier research facility focused on the development, comprehension, application, and risk mitigation of foundation models. Our objective is to propel research, cultivate the upcoming generation of AI innovators, and contribute significantly to a knowledge-centric economy.As a vital member of our team, you will engage with state-of-the-art foundation model training alongside distinguished researchers, data scientists, and engineers, addressing critical and transformative challenges in AI development. Participate in creating revolutionary AI solutions poised to redefine entire sectors. Your strategic and innovative problem-solving abilities will play a crucial role in establishing MBZUAI as a global leader in high-performance computing for deep learning, fostering impactful discoveries that motivate the next wave of AI visionaries.The RoleWe are the AllWorld Team within the Institute of Foundation Model (IFM) at MBZUAI. Our team is at the forefront of developing the PAN (Physical, Agentic, and Networked) world models—next-generation foundation models designed to unlock machine intelligence beyond traditional linguistic capabilities.Our mission is to confront the fundamental issues of world modeling and to establish a new paradigm for next-generation machine reasoning. We are seeking enthusiastic individuals who align with our vision and are excited to explore the boundaries of AI with us.

About the Institute of Foundation ModelsAt the Institute of Foundation Models (IFM), we are committed to pioneering research related to building, comprehending, and managing foundation models effectively. Our goal is to push the boundaries of research, cultivate the next generation of AI innovators, and contribute significantly to a knowledge-driven economy.Joining our dynamic team means collaborating with top-tier researchers, data scientists, and engineers on the forefront of foundation model training. You will engage in developing innovative AI solutions that have the potential to transform entire industries. Your strategic problem-solving skills will play a crucial role in positioning MBZUAI as a global leader in high-performance computing for deep learning, facilitating groundbreaking discoveries that inspire future AI pioneers.The RoleWe are the AllWorld Team within the Institute of Foundation Models (IFM) at MBZUAI. Our team is at the cutting edge of developing PAN (Physical, Agentic, and Networked) world models—the next-generation foundation models that aim to expand machine intelligence beyond language.Our mission encompasses addressing the fundamental challenges associated with world modeling and establishing a new paradigm for next-generation machine reasoning. We invite passionate individuals who align with our vision and are eager to redefine the landscape of AI.

About the Institute of Foundation ModelsWe are a pioneering research laboratory dedicated to the development, understanding, utilization, and risk management of foundation models. Our mission is to propel research forward, cultivate the next generation of AI innovators, and make transformative contributions to a knowledge-driven economy. As a member of our elite team, you will have the chance to engage with the forefront of foundation model training, collaborating with top-tier researchers, data scientists, and engineers to address some of the most pressing and impactful challenges in AI development. Your involvement will contribute to the creation of revolutionary AI solutions that can redefine entire industries. Your strategic and innovative problem-solving skills will be vital in positioning MBZUAI as a global leader in high-performance computing for deep learning, fostering discoveries that will inspire future AI trailblazers. The RoleYou will be responsible for the comprehensive strategy, design, and execution of our general-purpose world modeling initiatives. Your role will involve translating cutting-edge research (such as the PAN framework) into robust, production-ready simulators, leading a multidisciplinary team of engineers and scientists, and ensuring alignment with IFM’s overarching mission. Key ResponsibilitiesTechnical Leadership & VisionArticulate and refine the architecture of the world model, leveraging the principles of PAN:Multimodal data ingestion, mixed continuous/discrete representations, hierarchical generative modeling with an enhanced LLM backbone and diffusion-based predictors, generative loss grounded in real observations, and simulation for RL-based agent training.Establish performance, safety, and evaluation benchmarks, driving ongoing enhancements.Project & Team ManagementSteer the planning, resource allocation, and timelines for world modeling projects. Supervise research engineers and scientists (including data curators, RL specialists, and simulator developers) to facilitate cohesive advancement.Cross-Functional CollaborationCollaborate with agent, reasoning, and deployment teams to incorporate world model outputs into downstream applications (robotics, multi-turn dialogue systems, and autonomous technologies). Engage with external partners (from both academia and industry) to integrate the latest advancements and tools.

About the Institute of Foundation Models At the Institute of Foundation Models, we are on a mission to innovate and enhance the development of foundation models. Our research lab is committed to advancing AI through understanding, utilization, and effective risk management of these models. We aim to empower the next generation of AI developers and contribute significantly to a knowledge-driven economy.Joining our team means you will work at the forefront of foundation model training, collaborating with elite researchers, data scientists, and engineers. You will tackle pivotal challenges in AI development and contribute to the creation of revolutionary AI solutions that could transform various industries. Your strategic and innovative problem-solving skills will play a key role in establishing MBZUAI as a global leader in high-performance computing for deep learning, fostering impactful discoveries that will inspire future AI visionaries.The Role We are in search of a Foundation Model DevOps Engineer who will focus on Operational Stability to support our AI research infrastructure. You will be responsible for creating an efficient environment that facilitates model development. Your role involves building tooling, release pipelines, and storage policies that alleviate burdens on our research team. You will manage the foundational layer, ensuring that researchers have immediate, secure, and reliable access to essential tools, data, and computational resources.Key Responsibilities Model Release Engineering High-Fidelity Release Management: You will uphold the standards of our public presence, ensuring that all releases (weights, code, training logs, data) are reproducible, comprehensively documented, and presented with the professionalism of a leading open-source product.CI/CD for Research: You will design and implement pipelines that automate the testing and packaging of intricate model releases, transitioning us from manual procedures to automated validation.Repo Administration: You will administer the organization’s Git repositories, ensuring optimal performance and accessibility.

Bosch Group is looking for a Research Scientist in Sunnyvale to focus on Vision, Language, and Action (VLA) Models. This role centers on research and development at the intersection of machine learning, computer vision, and natural language processing. The aim is to create advanced models that improve how people interact with technology. What you will do Advance research in Vision, Language, and Action models through original work and experimentation Collaborate with colleagues across different fields to design and implement new approaches Use knowledge in machine learning, computer vision, and NLP to address practical challenges Support projects that seek to enhance user experience and technology interaction Location This is an on-site position in Sunnyvale.

About Applied IntuitionApplied Intuition, Inc. is at the forefront of shaping the future of physical artificial intelligence. Established in 2017 and currently valued at $15 billion, this leading Silicon Valley company is developing the essential digital infrastructure to infuse intelligence into every moving machine globally. Applied Intuition serves various sectors including automotive, defense, trucking, construction, mining, and agriculture, focusing on three primary areas: tools and infrastructure, operating systems, and autonomy. Trusted by eighteen of the top twenty global automakers, as well as the United States military and its allies, our solutions are pivotal for delivering physical intelligence. With headquarters in Sunnyvale, California, our presence extends globally with offices in Washington, D.C.; San Diego; Ft. Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo. Discover more at applied.co.We are committed to an in-office work model, expecting employees to primarily work from their Applied Intuition office five days a week. However, we value flexibility and trust our employees to manage their schedules responsibly, which may include occasional remote work, starting the day with morning meetings from home, or adjusting hours to accommodate family commitments.About the Role and TeamWe are seeking enthusiastic Research Scientists to join our Research Group at Applied Intuition. Our team's mission is to pioneer advanced technology that enables the next generation of physical AI, focusing on the most challenging applications that are transforming everyday life: end-to-end autonomous driving and robotic generalist applications. Our team comprises leading experts from prestigious institutions and companies, recognized for their outstanding contributions in both academia and industry, including eight Best Paper awards from prestigious conferences and journals like CVPR and ICRA. To learn more, visit appliedintuition.com/research.With access to industry-leading tools and infrastructure, our researchers can utilize vast datasets from extensive fleets and implement their innovations across various autonomous and robotic systems, including self-driving cars and trucks, and more.

About ifm-usAt ifm-us, we are a pioneering research institute dedicated to the exploration, development, and risk management of foundation models. Our mission is to propel research, cultivate future AI innovators, and contribute transformative advancements to a knowledge-driven economy.Join our dynamic team and engage in groundbreaking projects at the forefront of foundation model training. Collaborate with distinguished researchers, data scientists, and engineers to address some of the most fundamental challenges in AI development. Your strategic and innovative problem-solving skills will play a crucial role in establishing ifm-us as a global leader in high-performance computing for deep learning, ultimately inspiring the next wave of AI pioneers.Role OverviewAs a Project Manager, you will orchestrate a diverse team comprising Researchers, Data Scientists, and Software & Systems Engineers. Your focus will be on facilitating the development of innovative software solutions that leverage cutting-edge AGI research to fulfill the requirements of both internal teams and external partners.

About Applied IntuitionApplied Intuition, Inc. is at the forefront of advancing physical AI technologies. Established in 2017 and currently valued at $15 billion, this dynamic Silicon Valley company is pioneering the digital infrastructure necessary to infuse intelligence into every moving machine globally. Applied Intuition serves an array of industries including automotive, defense, trucking, construction, mining, and agriculture, focusing on three primary areas: tools and infrastructure, operating systems, and autonomy. Our solutions are trusted by eighteen of the top twenty global automakers, as well as the U.S. military and its allies, to deliver cutting-edge physical intelligence. Our headquarters is located in Sunnyvale, California, with additional offices in Washington, D.C.; San Diego; Ft. Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo. Discover more at applied.co.We operate as an in-office company, with an expectation for employees to work from the Applied Intuition office five days a week. However, we value flexibility and trust our employees to responsibly manage their schedules, which may include occasional remote work, starting the day with morning meetings from home, or leaving early for family commitments.About the Role:We are seeking enthusiastic Research Interns to join our Research Group at Applied Intuition. Our mission is to develop groundbreaking technologies that empower next-generation physical AI, focusing on the two most complex applications that are transforming our daily lives: end-to-end autonomous driving and robotic generalists. Our team consists of prominent experts from top institutions and companies, recognized for their outstanding contributions in both academia and industry, including eight prestigious Best Paper awards at leading conferences and journals such as CVPR and ICRA. For more information, visit appliedintuition.com/research.With access to industry-leading tools and infrastructure, our researchers can utilize millions of miles of data from extensive fleets and implement their developed methods into various autonomous and robotic systems, including self-driving vehicles, autonomous mining and construction machinery, humanoid robots, and dexterous hands. Additionally...

Job Responsibilities:Lead and innovate in AI research projects focusing on the labeling, prediction, classification, clustering, description, and fusion of multi-sensor data, including acoustic, telemetry time series, vibration, radar, lidar, image, Wi-Fi, and ultrasound data. Enhance advanced driver assistance systems (ADAS) in vehicles and AI functionalities across various Bosch products.Design, architect, and validate multi-modal deep learning and Time Series Foundation Models (TSFM) tailored for multivariate time series signals.Integrate and expand time series models to utilize data from auxiliary modalities such as videos and images, improving contextual understanding.Provide expert insights to management within technological sectors, supporting strategic planning, research and development trajectories, and investment decisions.Stay updated on cutting-edge technological advancements, documenting and sharing research outcomes through high-quality publications and patent submissions.

Role overview Bosch Group seeks an AI Research Scientist with expertise in Large Language Models (LLMs) and Agentic AI for its Sunnyvale office. The role centers on applying advanced research methods to develop new AI solutions that address real-world challenges across industries. Collaboration and team This position joins a team of specialists who combine creativity with technical skill. Open collaboration shapes the group’s approach, and team members regularly share ideas to tackle complex problems together.

Job Responsibilities:Lead and conduct pioneering research on AI initiatives that label, predict, classify, cluster, describe, and integrate multi-sensor data, including acoustic, telemetry time-series signals, vibration, radar, lidar, image, Wi-Fi, and ultrasound data, aimed at enhancing Advanced Driver Assistance Systems (ADAS) in vehicles and AI functionalities across various Bosch products.Design, architect, and validate multi-modal deep learning models and Time Series Foundation Models (TSFM) that effectively handle multivariate time-series signals, with proficiency in both low and high-frequency models.Enhance time-series models by integrating auxiliary modalities such as video and image data to improve contextual understanding.Provide expert insights to management regarding technological advancements, contributing to strategic planning, R&D direction, and investment decisions.Remain informed about cutting-edge technological developments, and document and share research findings through high-impact publications and patent applications.

About the Institute of Foundation ModelsWe are a pioneering research laboratory focused on the construction, comprehension, utilization, and risk management of foundation models. Our mission is to propel research forward, cultivate the upcoming generation of AI innovators, and drive significant advancements in a knowledge-driven economy.Joining our team offers you the chance to engage with groundbreaking foundation model training at the forefront of technology. Collaborate with esteemed researchers, data scientists, and engineers to address key challenges in AI advancement. You will contribute to the development of innovative AI solutions with the potential to transform various industries. Your strategic and creative problem-solving skills will play a vital role in establishing MBZUAI as a premier global center for high-performance computing in deep learning, fostering discoveries that will inspire future AI leaders.The RoleAs a Research Scientist in the Data team, you will be responsible for curating high-quality web-scale data to drive the evolution of next-generation foundation models. Your work will involve investigating and consolidating diverse data sources and collaborating with cross-functional teams to perform comprehensive data research, contributing to MBZUAI's objective of catalyzing impactful AI breakthroughs and reinforcing our leadership in the global AI research landscape. Your expertise will be crucial in enhancing the efficacy of large-scale machine learning models while supporting the creation of transformative AI tools capable of influencing industries worldwide.

Discover Applied IntuitionFounded in 2017 and currently valued at $15 billion, Applied Intuition, Inc. is at the forefront of advancing physical AI technologies. Our mission is to establish the digital infrastructure that will integrate intelligence into moving machines worldwide. We cater to diverse sectors including automotive, defense, trucking, construction, mining, and agriculture, focusing on three key areas: tools and infrastructure, operating systems, and autonomy. Our solutions are trusted by leading global automakers and the United States military. Headquartered in Sunnyvale, California, we also have offices in major cities worldwide including Washington, D.C., San Diego, Ft. Walton Beach, Ann Arbor, London, Stuttgart, Munich, Stockholm, Bangalore, Seoul, and Tokyo. Explore more at applied.co.As an in-office company, we expect our employees to work from the Applied Intuition office five days a week. We also value flexibility, allowing for responsible management of schedules, which may include occasional remote work or adjusted hours for family commitments.Role Overview and Team DynamicsWe are excited to invite multiple passionate Research Engineers to join our Research Group at Applied Intuition. Our mission is to pioneer groundbreaking technology that will drive the next generation of physical AI, focusing on challenging applications such as end-to-end autonomous driving and robotic generalists. The team comprises leading experts recognized for their academic and industry contributions, including several Best Paper awards from premier conferences like CVPR and ICRA. Learn more about our research initiatives at appliedintuition.com/research.With access to industry-leading tools and infrastructure, our researchers can utilize millions of miles of data from extensive fleets, deploying innovative methods across various autonomous and robotic systems, including self-driving vehicles.

Who You AreAs a driven and innovative researcher, you thrive in dynamic environments and possess a self-starter mentality. A true collaborator, you excel at executing tasks efficiently. With a profound understanding of transformer architectures, you are proficient in Python and tensor programming. Your vision for AI extends beyond traditional linear sequences, and you embrace the concept of 'the scaling law'. You are adept at converting abstract ideas into tangible research objectives and implementation strategies. When communicating complex technical concepts, you provide clarity and insight. You welcome new ideas and eagerly share your expertise with the team. Your contributions are aimed at delivering real-world advantages for our researchers, engineers, and millions of users, as you help propel our mission to enhance AI's capabilities in understanding and generating 3D environments.Who We AreAt Meshy, we envision a limitless and accessible landscape for 3D creation. Our mission is straightforward: to unleash creativity. We have developed a comprehensive pipeline for 3D content creation, spanning from text/image inputs to 3D modeling, texturing, texture editing, animation rigging, and more. Additionally, we foster a vibrant community for creators, facilitating the sharing of works, drawing inspiration, and utilizing our platform as an asset marketplace for games and prototypes. Recognized as the top choice among 3D generative AI tools (per the 2024 A16Z Games survey), we generate substantial value used by enterprises, including Meta, Square Enix, and DeepMind, as well as millions of users. Meshy is instrumental in game and film production, 3D printing, industrial design, and enhancing features such as user-generated content and training simulations for robotics and physical AI.Your Next ChallengeAs a pivotal member of our team of research scientists and machine learning engineers, you will spearhead the development of our core 3D-native generative foundational model. In this role, you will engage in foundational research to elevate 3D AI, apply insights from various ML domains, and advance the state of the art. You will also pursue long-term ambitious research objectives while establishing intermediate milestones.Key responsibilities include:Designing, training, and refining large-scale 3D generative models, encompassing pre-training, post-training, and emerging paradigms in diffusion, flow matching, and multi-modal learning.

Join our innovative team at Intuitive Surgical, Inc. as a Principal Research Engineer. In this pivotal role, you will lead advanced research initiatives to enhance our cutting-edge surgical technologies. Your expertise will contribute to the development of innovative solutions that improve patient outcomes and streamline surgical procedures.

Join Intuitive Surgical as a Staff Research Engineer and become a vital member of our innovative team. In this role, you will contribute to the development of advanced robotic systems designed to enhance surgical procedures. Your expertise will be crucial in pushing the boundaries of technology and improving patient outcomes.

Join our dynamic team as a Senior Staff AI Engineer, where you will lead cutting-edge AI modeling initiatives that drive innovation and excellence. In this pivotal role, you will collaborate with cross-functional teams to architect, design, and implement state-of-the-art AI solutions. Your expertise will guide the development of robust algorithms and models that enhance user experiences and optimize performance.

About the Institute of Foundation ModelsWe are a pioneering research laboratory committed to the creation, understanding, application, and risk management of foundation models. Our mission is to propel research, foster the next generation of AI innovators, and make transformative strides in a knowledge-driven economy.Joining our team offers you the chance to engage in forefront foundation model training, collaborating with esteemed researchers, data scientists, and engineers. Together, we will confront the most essential and impactful challenges in AI development. You will be instrumental in developing revolutionary AI solutions poised to transform industries. Your strategic and innovative problem-solving skills will help establish MBZUAI as a leading center for high-performance computing in deep learning, driving significant discoveries that motivate the next wave of AI pioneers.The RoleAs a Research Scientist focusing on data-centric large language model (LLM) advancement, you will work at the forefront of how LLMs reason, retrieve, and interact with external datasets. Your responsibilities will include identifying, collecting, and organizing datasets that empower LLMs to tackle complex reasoning tasks. You'll also develop scalable systems and tools that bridge cutting-edge research with robust engineering practices. Your contributions will have a direct influence on the performance and reliability of intelligent systems at MBZUAI IFM.

About the Institute of Foundation ModelsAt the Institute of Foundation Models, we are committed to pioneering research that enhances the understanding, utilization, and risk management of foundation models. Our mission focuses on advancing research, cultivating future AI innovators, and making transformative contributions to a knowledge-driven economy.Join our dynamic team and engage in the forefront of groundbreaking foundation model training alongside leading researchers, data scientists, and engineers. You will address the most critical and impactful challenges in AI development, contributing to innovative AI solutions with the potential to revolutionize industries. Your strategic and creative problem-solving abilities will be key in positioning MBZUAI as a premier global center for high-performance computing in deep learning, fostering discoveries that will inspire the next generation of AI visionaries.Position SummaryAs a valued member of the Agents team, you will confront research and engineering obstacles related to training advanced agentic language models capable of employing reasoning and tool use to perform tasks on computers. The scope of challenges includes constructing high-quality training datasets, developing robust evaluation methods, and innovating reinforcement learning infrastructures, algorithms, and environments. We are seeking candidates with diverse expertise, ranging from algorithmic and empirical research to large-scale systems and optimization, reflecting the wide array of compelling problems we aim to address. Depth in any of these areas is highly regarded; there is no single “correct” background.Key Responsibilities· Propose, prototype, and scale systems and algorithms that support agentic learning.· Develop innovative paradigms for agentic behavior that extend beyond existing methodologies.· Contribute to technical reports, research publications, and open-source software initiatives.· Collaborate with interdisciplinary teams to create state-of-the-art foundation models.