Perception Algorithm Engineer

1 week ago


Hong Kong Island, Hong Kong SAR China SenseTime 商汤科技 Full time

On-site Full Time 3 - 5 Year Mid-Senior level

Skills:

C++, Python, PyTorch

Job Responsibilities (Responsible for one of the following directions)

  • [Road Geometry Direction] Track the latest advancements in road geometry perception in academia, including but not limited to lane lines, stop lines, crosswalks, road markers, and road topology.
  • [Occupancy Direction] Follow the latest developments in occupancy network perception, researching camera, LiDAR, and radar-integrated occupancy perception solutions to achieve industry-leading technology. Implement these perception technologies in large-scale autonomous driving data lakes, providing cloud-based occupancy ground truth services for different sensor configurations and vehicle models.
  • [Multimodal Direction] Keep up with the latest research in multimodal perception, developing end-to-end BEV (Bird's Eye View) perception solutions that integrate cameras, LiDAR, and radar to achieve industry-leading capabilities. Deploy these technologies in large-scale autonomous driving data lakes to provide cloud-based BEV ground truth services for various sensor configurations and vehicle models.
  • [LiDAR Direction] Stay updated on the latest LiDAR perception research, focusing on dynamic and static obstacle detection using LiDAR to maintain a technological edge in the industry. Apply these perception techniques in large-scale autonomous driving data lakes to provide cloud-based 3D ground truth services for different vehicle sensor configurations.

Job Requirements

  • Master's degree or higher in Computer Vision, Pattern Recognition, Machine Learning, Electronic Information, Robotics, or related fields.
  • Strong coding skills, proficient in at least one programming language such as Python or C++, and familiar with commonly used deep learning frameworks like PyTorch. ACM competition experience is a plus.
  • Solid and relevant experience in 3D perception.
  • Strong communication and teamwork skills, with the ability to quickly learn and master new domain knowledge.
Additional InformationJob Level

Mid-Senior level

Publish Date

17/02/2025

Job Ref. No.

N/A

Job Function

Electrical & Mechanical Engineering

Research & Development (R&D)

Company Overview

SenseTime is the world's leading artificial intelligence platform company valued above USD 4.5 billion, and is the fifth national AI platform in China. Focused primarily on computer vision and deep learning, the company has independently developed a deep learning platform and a deep learning supercomputing center. With its proprietary technologies serving as its fundamental driver, SenseTime has established a R&D center, integrated with various industries, and forged partnerships across the board to create an AI ecosystem. With offices in Hong Kong, Beijing, Shenzhen, Shanghai, Chengdu, Hangzhou, Kyoto, Tokyo and Singapore, SenseTime has attracted top talents around the world to build a world-leading technology company.

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