Jobs at WeRide.ai

• Develop and deploy cutting-edge perception and deep learning models, including vision-language and large language models (VLMs and LLMs), for real-time integration into our system.
• Create and optimize data pipelines for data mining, labeling, training, and evaluation, supporting comprehensive onboard development.

• Develop innovative machine learning solutions to tackle key problems in autonomous driving, including computer vision, behavior prediction, planning, mapping, and localization.
• Implement and optimize models for deployment across a wide range of WeRide vehicles.

• Build real-time, in-vehicle systems that ensure the AV operates safely and efficiently in its environment.
• Design and develop new features to continuously optimize computational performance, and create tools to assist other teams by proactively informing developers of potential performance issues.

• Develop computer vision and machine learning algorithms/models.
• Implement and optimize models for deployment across a wide range of WeRide vehicles.

• Active learning and Bayesian optimization
• Anomaly detection

• Analyze the CPU usage of existing software applications to identify performance bottlenecks.
• Design and implement algorithm optimization strategies, including but not limited to loop optimization, branch prediction improvement, and instruction-level parallelism enhancement.

• Performance Analysis and Optimization:Conduct in-depth analysis of GPU applications to identify and resolve performance bottlenecks, focusing on memory access patterns, thread scheduling, and execution efficiency.
• Algorithm Development: Develop efficient GPU-accelerated algorithms using parallel computing f...

• Responsible for project deployment, planning, execution and timely communication with customers to ensure smooth delivery, safety and quality;
• Responsible for communication with stakeholders including Land Transport Authority (LTA), site owners etc for any document preparation and submission, vehicle homologation and test permits application;

• Multi-Agent Planning: Design and optimize path planning algorithms for road participants to ensure the creation of realistic and logical movement trajectories. This includes modeling interactions between multiple agents to form rich and diverse complex environments.
• 3D Reconstruction: Develop and improve 3D reconstruction algorithms to create high-precision 3...

• Government Engagement:
• Develop and implement strategies to establish and maintain strong relationships with key government officials, agencies, and stakeholders.

• Lead the design and implementation of comprehensive testing plans for L4-level autonomous driving vehicles to ensure stable performance across various road and traffic conditions;
• Conduct thorough functional, performance, and safety testing of the autonomous driving system to meet the strict requirements for project deployment;

• 3+ years of working experience in tech industry
• BS/MS/PhD degree in Computer Science or equivalent practical experience.

• Architect and develop scalable and reliable PaaS and IaaS platforms to serve the whole company to meet our growing business needs.
• Architect and develop high performance and scalable distributed system for large scale data storage, data processing, distributed deep learning, simulation.

• Research and develop efficient, end-to-end ML solutions for Perception with sensor fusion, including but not limited:
• Obstacle detection and understanding (e.g. obstacles’ 3D location, motion properties, and fine-grained attributes)

WeRide.ai is looking for world class coders to work on transforming mobility by solving some of the most challenging AI and robotics problems.