Advanced Perception Developer for Autonomous Driving

7 days ago


Singapore BLACK SESAME TECHNOLOGIES (SINGAPORE) PTE. LTD. Full time
Company Overview:
Black Sesame Technologies, a pioneering artificial intelligence company in Singapore, is dedicated to developing cutting-edge algorithms and chips for AI and image processing. As a leading player in the industry, we are committed to pushing the boundaries of what is possible with autonomous driving technology.

Job Summary:
We are seeking an experienced Advanced Perception Developer to join our team in Singapore. The successful candidate will be responsible for designing and developing advanced perception algorithms for autonomous vehicles, working closely with our team of leading researchers. This is an exciting opportunity to contribute to the development of life-changing technology that will revolutionize the transportation industry.

Key Responsibilities:
  • Develop deep learning-based perception algorithms for object detection, lane detection, segmentation, depth estimation, and other related tasks.
  • Innovate state-of-the-art network architectures and training methodologies to address vision-related challenges.
  • Execute deep network compression tailored for ASIC platforms.
  • Stay up-to-date with the latest advancements in deep learning and computer vision literature, proposing novel concepts to improve our technology.
  • Contribute to patent and research paper publications.

Requirements:
To be successful in this role, you will need:
  • A Master's Degree or PhD in Computer Science, Electrical Engineering, or a related field.
  • At least 3 years of experience in computer vision/machine learning development.
  • Demonstrated expertise in research and development within one or more of the following domains:
    • Deep network development, particularly with visual data.
    • Object detection and tracking.
    • Stereo/optical flow/depth estimation.
    • Multi-view geometry and 3D computer vision.
    • Structure from motion.
    • Network compression and optimization.
    • Network-based sensor fusion.
    • Mathematical optimization.
    • Proficient programming skills in Python (knowledge of C++ is advantageous).

What We Offer:
We offer a competitive salary package, including a base salary of SGD $120,000 per annum, plus benefits such as health insurance, retirement savings plan, and paid time off. Additionally, we provide opportunities for professional growth and development, as well as a dynamic and supportive work environment.

Location:
This role is based in Singapore, and relocation assistance may be available for the right candidate.
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