Perception Research Scientist

4 weeks ago

Shanghai, Shanghai, China Bosch Full time
Job Description

We are seeking a Perception Research Scientist to contribute to our cutting-edge team in autonomous driving technology. In this role, you will conduct advanced research and development to design, implement, and improve perception algorithms and models for real-world autonomous systems and industry solutions. You will focus on delivering high-performance solutions to achieve safe, robust, and efficient perception capabilities for vehicles/robots. Experience in deploying perception solutions in real products is a plus, such as sensor fusion, object detection, segmentation, localization, and tracking etc. This position offers a unique opportunity to advance state-of-the-art autonomous driving technology and work with leading researchers and engineers in the field.

Key Responsibilities

  • Research & Development: Work on research, design, and implementation of software features that are beneficial to our customers to meet their performance targets and build unique values.
  • Algorithm Optimization: Implement and optimize perception algorithms that ensure high accuracy, real-time performance, and robustness under various environmental conditions (weather, lighting).
  • Sensor Integration: Work with data from multiple sensor modalities, including LiDAR, radar, camera, and GPS, to create reliable and fused perception models.
  • Data Collection & Annotation: Collaborate with data engineering teams to establish data requirements and ensure efficient collection, annotation, and curation of datasets for perception model training and validation.
  • Simulation & Testing: Design and run simulations and tests to evaluate and benchmark perception algorithms in real-world and simulated environments.
  • Cross-Functional Collaboration: Partner with other business units or teams to ensure smooth integration of perception solutions into real products.
  • Publication & Intellectual Property: Contribute to academic publications and patents, staying up-to-date on the latest research in autonomous driving and related fields.

Qualifications

Required Qualifications

  • Education: Bachelor's or Master's degree in Computer Science, Electrical Engineering, Robotics, or a related field, with a strong focus on perception, machine learning, or computer vision.
  • Experience: 3+ years of experience (preferred) in research and development in computer vision, machine learning, robotics, or autonomous systems, particularly in perception for autonomous vehicles.
  • Problem-Solving Abilities: Highly self-motivated. Ability to tackle complex challenges, work independently, and manage multiple projects.
  • Technical Skills: Proficiency in deep learning frameworks such as TensorFlow, PyTorch, or similar. Experience with perception algorithms and tools for object detection, segmentation, and 3D point cloud programming skills in Python and/or C++, with experience in ROS and OpenCV preferred. Knowledge of sensor techniques for LiDAR, radar, camera, and GPS data.

Preferred Qualifications

  • Publications in top-tier conferences/journals in machine learning, computer vision, robotics, or autonomous driving. Experience with real-world perception systems for autonomous driving understanding of robotics software stack and safety-critical systems.

Additional Information

Internal Referral bonus of this vacancy: RMB 10,000 (Valid only for Bosch associates). For the detailed regulation, please refer to Bosch China Internal Referral Policy.

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