英伟达Senior Software Engineer, Dense Reconstruction
任职要求
• Master's degree or equivalent experience in computer science, computer engineering, AI or a related field. • Established proficiency in computer vision, focusing on gaussian splatting, visual language model, feed-forward model and advanced technologies. • More than 5 years of working experience on autonomous vehicle industry and simulation. • Strong proficiency in software development (C++, Python). • Outstanding build, coding, and debugging skills. • Excellent communication and teamwork abilities, excelling in a collaborative and inclusive environment. • Highly motivated, diligent, and passionate about embracing new technologies. Ways to stand out from the crowd: • Demonstrated experience with LiDAR, Radar, camera, IMU, and other sensor technologies. • Comprehensive understanding of autonomous vehicle stacks or similar large systems, with hands-on experience integrating multiple components into one flawless solution. • Outstanding problem-solving skills and a proven track record of tackling complex technical challenges. • Ability to determine the most effective methods for improving system performance and reliability. Join us at NVIDIA and make a lasting impact on the future of autonomous technology. Work with us to develop innovative solutions that will define the next era of computing!
工作职责
• 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.
As a pivotal member of the Copilot Team, you will bring unique perspectives and expertise to the organization, driving innovative features and delivering transformative AI-powered experiences:• This is an IC role, Coding / engineering design time >70%• Manage complex projects from conception to implementation, with a focus on delivering AI-driven user interfaces and performance-optimized web applications.• Coordinate technical delivery through sprints, fostering collaboration throughout the project lifecycle.• Collaborate across geographies and time zones to establish best practices and develop automated processes that mitigate development risks.• Investigate and debug complex performance issues in applications, ensuring optimal user experience and system efficiency.• Design and implement performance testing strategies to proactively address bottlenecks.• Work closely with Product Designers, Product Managers, and Engineers to deliver AI-enhanced products that delight users.• Drive team-wide investments in infrastructure and foundational systems to support long-term technical roadmaps.• Solve technical challenges to deliver outstanding outcomes for customers and the business.
• Build, maintain, and enhance data ETL pipelines for processing large-scale data with low latency and high throughput to support Copilot operations.• Own data quality initiatives including monitoring, validation, and remediation to ensure integrity across attribution datasets and downstream dashboards.• Implement schema management solutions that enable quick and seamless evolution of attribution data without disrupting consumers.• Develop and maintain infrastructure that supports both batch and real-time attribution requirements.• Collaborate with product managers, marketing analysts, and data scientists to deliver insights for campaign optimization and growth strategies.• Design scalable attribution data architectures that can handle growing data volumes and evolving business needs.• Implement comprehensive monitoring and observability solutions for attribution pipelines, including SLA tracking and automated alerting.
• Design, develop, and manage Streaming and Batch pipelines, supporting key functionalities such as large-scale index construction, web page crawling and feature extraction, image processing, and context re-writing. • Optimize continuously a platform to manage, schedule, and monitor hundreds of pipelines. • Optimize continuously a platform to view, track, debug, and operate massive scale Ads Data. • Evaluate and optimize code and design, to maximize performance, minimize complexity. • Mentor junior SDE and solely drive feature development from ground zero.
Build/Improve experiment platforms for new scenarios.Build data pipelines on multiple computation platforms for reporting, analysis and metrics pre-computation with stable SLA and good quality.Build agents for productivity improvement.