Image Processing Pipeline Development for Autonomous Driving (Perception Algorithm Focus)

This position focuses on the development of image processing pipelines within autonomous driving perception systems.The role involves delivering stable, controllable, and high-performance image data inputs for perception algorithms (such as Detection, Lane, OCC, Parking, etc.).ResponsibilitiesDesign and develop the image processing pipeline in the perception system to meet the unified input requirements of multiple perception tasks.Develop and maintain image processing modules that support perception algorithms, including but not limited to: Image pre-processing / format and resolution conversionGeometric correction, coordinate alignment, time synchronizationCropping, stitching, and normalization tailored to algorithm needsDevelop and optimize heterogeneous compute kernels (CPU / GPU / DSP / NPU) based on performance and latency requirements of perception algorithms.Collaborate closely with the perception algorithm team to define input specifications, data format standards, and interface designs.Ensure the stable operation and performance optimization of perception algorithms across various chip platforms (such as NVIDIA, Qualcomm).Oversee the stability assurance, problem diagnosis, and long-term maintenance of production-level image pipelines.

Lead the development of algorithms for dynamic object detection in driving and parking perception.Stay updated with the latest advancements in end-to-end dynamic research and apply them in real-world scenarios.Oversee the implementation and performance optimization of cutting-edge algorithms for driving and parking products, addressing associated challenges.

Join Bosch Group as a Driving Road Element Perception Algorithm Engineer and contribute to cutting-edge technology in autonomous driving. In this role, you will develop advanced perception algorithms that enhance vehicle safety and intelligence.

1. Take charge of the design, development, and iterative optimization of visual perception algorithms for traffic lights and road signs in autonomous vehicles, ensuring high recognition accuracy and real-time performance in complex urban environments.2. Lead the research and development of comprehensive algorithms for traffic light detection, classification, status recognition, tracking, and prediction, addressing challenges such as occlusion, backlighting, adverse weather, and nighttime scenarios.3. Develop and implement fusion algorithms for traffic light perception based on multi-sensor visual data.4. Responsible for training, evaluating, quantizing, and optimizing perception models to meet the computational power and latency requirements of in-vehicle embedded platforms.5. Collaborate with system, localization, and planning control teams to conduct algorithm integration, issue identification, and real-world testing.6. Stay updated on cutting-edge industry technologies, leading algorithm selection and implementation to continually enhance the stability and robustness of the perception system.

Join our innovative team at Bosch Group as a Static Perception Algorithm Engineer/Expert. In this role, you will be instrumental in advancing our algorithms for static perception, enhancing the capabilities of our cutting-edge technologies. If you are passionate about algorithm development and eager to work in a dynamic environment, we want to hear from you!

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.

Join Bosch Group as a LiDAR Perception Algorithm Engineer in Shanghai. In this role, you will contribute to cutting-edge projects involving advanced perception algorithms for LiDAR technology. You will collaborate with a talented team to develop innovative solutions that enhance automotive safety and efficiency.

Join the innovative team at Bosch Group as a Dynamic Perception Algorithm Engineer. In this exciting role, you will leverage your expertise in algorithm development to enhance our dynamic perception technologies. Your work will directly contribute to advancements in automotive and mobility solutions, ensuring safety and efficiency in cutting-edge applications.

About the Role Bosch Group is seeking an expert in static perception algorithms focused on urban areas. This position centers on advancing perception methods that support autonomous systems in city environments. What You Will Do Design and refine algorithms that interpret static elements in urban settings Work closely with a team dedicated to improving autonomous perception capabilities Apply expertise to solve challenges unique to city landscapes Location This role is based in Shanghai.

Join the Bosch Group as an End-to-End Algorithm Research Scientist specializing in intelligent driving solutions. In this dynamic role, you will engage in cutting-edge research and development of advanced algorithms that enhance autonomous driving capabilities. Collaborate with a team of experts to innovate and implement solutions that will shape the future of mobility.

Join Bosch Group as a Parking Perception Model Algorithm Engineer in Shanghai! In this dynamic role, you will be responsible for designing and implementing advanced algorithms that enhance parking perception systems in our cutting-edge automotive technologies. You will collaborate with cross-functional teams to innovate and develop solutions that improve vehicle safety and automation.

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.

Join Bosch Group as a Parking Perception Algorithm Engineer in Shanghai. In this role, you will develop and optimize algorithms that enhance parking perception systems, contributing to the advancement of smart vehicle technology.

Unique Selling Points (USP):1. Join the Bosch Artificial Intelligence Research Center, providing top-notch AI solutions globally from a local perspective.2. Collaborate closely with premier domestic universities' AI research teams.3. Over 80% of our team holds PhDs from prestigious institutions worldwide, bringing rich international experience and fostering a harmonious team environment.Job Responsibilities:1. Design next-generation end-to-end learning architectures for autonomous driving, exploring unified modeling methods driven by large-scale data to achieve direct mapping from environmental understanding to behavior generation, overcoming decision-making robustness and generalization bottlenecks in complex traffic scenarios, and developing autonomous driving models with human-level capabilities.2. Engage in technological innovation surrounding data generation, model training, and system validation, establishing a closed-loop learning system from simulation to real-world driving. Through extensive training, rapid iteration, and system optimization, continuously enhance the performance ceiling and scenario coverage of autonomous driving systems, driving the scaled implementation of end-to-end autonomous driving technologies.

Join Bosch Group in Shanghai as an AI-based Planning & Control Engineer focusing on innovative solutions for autonomous driving. In this role, you will be responsible for developing advanced algorithms that enhance vehicle autonomy and safety. Collaborate with a dynamic team of experts in the field and contribute to cutting-edge technology that shapes the future of mobility.

Join Bosch Group as an Automated Annotation Algorithm Engineer specializing in Tracking. In this role, you will leverage cutting-edge technologies to develop and optimize algorithms for automatic data annotation, ensuring high precision and efficiency.

We are seeking a skilled VLA Algorithm Engineer/Expert to join our innovative team at Bosch Group in Shanghai. In this role, you will leverage your expertise in algorithm development to drive cutting-edge projects that shape the future of technology. If you are passionate about algorithms and eager to make an impact within a collaborative environment, we want to hear from you!

Join Bosch Group as a Data Closure Algorithm Developer in our Shanghai office. In this role, you will engage in cutting-edge algorithm development, contributing to innovative solutions that enhance our data processing capabilities. Collaborate with a talented team of professionals to drive projects from conception to implementation, ensuring high-quality performance and efficiency.

Join Bosch Group as a Research Scientist specializing in learning-based planning and prediction for autonomous driving. In this role, you will conduct cutting-edge research, develop algorithms, and contribute to the advancement of autonomous driving technologies.

Join Bosch Group as a 3D Occupancy Perception Algorithm Engineer in Shanghai. In this role, you will be at the forefront of developing cutting-edge algorithms that enhance occupancy detection and improve overall efficiency in smart environments. Collaborate with a dynamic team of experts and contribute to innovative projects that impact the future of technology.