Perception Research Scientist Autonomous Driving Industry 40CR
Perception Research Scientist Autonomous Driving Industry 40CR
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
We are seeking a Perception Research Scientist to join our cuttingedge team in autonomous driving / industry 4.0 technology. In this role you will conduct advanced research and development to design implement and improve perception algorithms and models for realworld autonomous systems and industry solutions. You will focus on delivering highperformance 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 stateoftheart 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.
Design develop and enhance machine learning models for perception tasks including object detection segmentation localization and sensor fusion.
- Algorithm Optimization: Implement and optimize perception algorithms that ensure high accuracy realtime performance and robustness under various environmental conditions (e.g. 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 realworld and simulated environments.
- CrossFunctional Collaboration: Partner with other business units or teams to ensure smooth integration of perception solutions into the real products.
- Publication & Intellectual Property: Contribute to academic publications and patents staying uptodate on the latest research in autonomous driving and related fields.
Qualifications :
Required Qualifications
- Education: Ph.D. or M.S. 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 (Ph.D. preferred) in research and development in computer vision machine learning robotics or autonomous systems particularly in perception for autonomous vehicles.
- ProblemSolving Abilities: Highly selfmotivated. 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 processing.
- Strong 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 toptier conferences/journals in machine learning computer vision robotics or autonomous driving.
- Experience with realworld perception systems for autonomous driving applications.
- Strong understanding of robotics software stack and safetycritical systems.
Additional Information :
10000
Internal Referral bonus of this vacancy:RMB 10000 (Valid only for Bosch associates). For the detailed regulation please refer to Bosch China Internal Referral Policy.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
