英伟达Senior Software Engineer, 3D/4D Reconstruction
任职要求
• BS, MS, or PhD degree or equivalent experience in Engineering or Computer Science with a focus on Generative AI, Deep Learning, Computer Vision, Robotics, Computer Graphics, or a related field.
• 5+ years Hands on experience with structure from motion, dense reconstruction, Gaussian splatting, diffusion models, and/or generative world models.
• Solid fundamentals in 3D computer vision and deep learning.
Ways to stand out from the crowd:
• Experience in autonomous driving: evidence of practical experiments and projects within the autonomous driving domain, showcasing your ability to apply machine learning algorithms to solve sophisticated problems in this field.
• Published research: particu…工作职责
We are looking for a passionate team member to contribute to our autonomous driving product! The role involves applying deep learning and computer vision technologies to 3D/4D world modeling for autonomous vehicles. Our work is crucial to empower the training and testing of end-to-end driving models through end-to-end close-loop simulation. You will have the opportunity to work with a diverse team of researchers and engineers in the field of 3D/4D reconstruction, world modeling and simulation to deliver impact to our customers around the world! What you’ll be doing: • Build innovative world reconstruction systems using large geometry models, perception models, Gaussian splatting, diffusion models, and generative world models. • Invent evaluation methods to measure the reconstruction and simulation quality. • Develop tools to visualize and triage evaluation metrics. • Build automated and agentic workflows to boost developer efficiency. • Profile and optimize the performance of neural networks training and deployment. • Relentlessly improve the reconstruction fidelity and simulation realism. • Collaborate with scientists and developers across several organizations.
• Develop a scalable 3D reconstruction system to showcase our proficiency in autonomous simulation and training. • Engage in 3D reconstruction-related research and apply those findings in our autonomous real use cases. • Stay updated on the newest advancements in 3D reconstruction and incorporate them to improve our model and pipeline. • Collaborate closely with cross-functional teams to successfully implement innovative solutions. • Drive the integration of 3D reconstruction capabilities into our world-class autonomous vehicle platforms.
NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years. It’s a unique legacy of innovation that’s fueled by great technology—and amazing people. Today, we’re tapping into the unlimited potential of AI to define the next era of computing. An era in which our GPU acts as the brains of computers, robots, and self-driving cars that can understand the world.We are seeking two excellent Mechanical Engineers to join our dynamic R&D team based in Shenzhen. The successful candidates will play a crucial role in design, development, and improvement of our mechanical systems and products, lead to manufacturing issues debug and DoE. What you’ll be doing: Design and Development• Design new mechanical components, products, and systems using PTC Creo software to create detailed 3D models and 2D drawings for the development of products. • Develop prototypes of mechanical designs and conduct tests to evaluate performance, making improvements based on the test results. Problem - Solving and Analysis• Identify and troubleshoot issues in products. This could involve diagnosing problems in production line and implementing solutions to minimize downtime. • Analyze processes to improve efficiency, reduce costs, and enhance product quality. Project Management• Manage projects from conception to completion, including setting timelines, budgets, and resource allocation. Coordinate with cross - functional teams such as electrical engineers, production teams, and quality control to ensure project success. • Prepare and present technical reports and project updates to management and project team.
• Design and implement triggering systems and deploy containerized orchestration pipelines for distributed map creation, maintenance, and evaluation from crowdsourced vehicle data • Develop map quality detection systems including automated hotspot detection algorithms and human-in-the-loop review workflows for large scale map validation • Develop Python, C++, and JavaScript tools for map management, data validation, on-vehicle testing, and web-based geospatial visualizations • Build C++ modules for on-vehicle map integration with perception, localization, and other consumers to ensure end-to-end validation of the maps' impact on driving performance • Work with embedded systems and real-time constraints to optimize map consumption by autonomous driving software • Collaborate with perception, planning, and operations teams to improve map quality and real-time driving performance
You’ll make an impact by •Be responsible for process evaluation, line layout design and setup, material plan (PFEP data maintain) , fixture & tool design, SOP compiling and training 负责产品工艺验证与维护，产线设计与布置，物料计划（PFEP数据维护），工夹模设计与制做，作业指导书的编制与员工培训 •Design and optimize production systems specifically for switchgear / VCB manufacturing, advance automation and digitization to ensure the efficiency of the production process. 设计和优化专用于开关柜/ 断路器制造的生产系统，推进自动化数字化，确保生产流程的高效性。 •DFM review and analysis , suggestion to R&D for optimization 会同研发部门进行产品可制造性提升与优化 •Lead cross-departmental teams to solve complex production challenges and technical issues. 领导跨部门团队，解决复杂的生产挑战和技术难题。 •Lead or participate in efficiency optimization and quality improvement, and deepen the application of industrial engineering and lean production methods. 主导或者参与各类效率优化和质量提升的事务，深化工业工程和精益生产方法的运用。 •Perform other tasks / responsibilities assigned by the line manager. 执行直线经理分配的其他任务/职责。