Expert in Deep Learning and Computer Vision

5 days ago

Singapore beBeeResearch Full time $80,000 - $120,000
Research Expert

We are seeking a highly skilled Research Expert to join our team in developing innovative perception algorithms for autonomous driving systems. As a key member of our research team, you will be responsible for designing and implementing state-of-the-art deep learning-based solutions to enhance the perception capabilities of our vehicles.

About the Role

The successful candidate will have expertise in designing, training, and evaluating deep neural networks for visual data analysis. You will work closely with our cross-functional team to develop cutting-edge algorithms that meet real-time performance requirements on embedded systems. Your contributions will play a critical role in advancing the capabilities of our perception algorithms and ensuring the safety and reliability of our autonomous driving systems.

Key Responsibilities
  • Design and implement novel deep learning-based perception algorithms for enhancing object detection, lane detection, and segmentation capabilities.
  • Develop and optimize algorithms for depth estimation, stereo vision, optical flow, and other tasks related to spatial understanding in ADAS.
  • Investigate and propose strategies for compressing deep neural networks while maintaining performance, particularly for hardware acceleration on ASIC platforms.
  • Stay at the forefront of deep learning and computer vision research by continuously reviewing and implementing state-of-the-art techniques.
  • Collaborate with our team to ensure seamless integration of developed algorithms into our autonomous driving system.
Requirements

To be considered for this exciting opportunity, you must possess:

  • A Master's or Ph.D. in Computer Science, Robotics, AI, or a related field.
  • Proven research and development experience in deep learning and computer vision, with a focus on perception tasks.
  • Strong expertise in designing, training, and evaluating deep neural networks for visual data analysis.
  • Familiarity with programming languages such as Python and C++.
  • Advanced mathematical foundation in optimization techniques relevant to computer vision and deep learning.
What We Offer

We offer a dynamic and supportive work environment that fosters innovation and collaboration. As a Research Expert, you will have opportunities to:

  • Work on cutting-edge projects that have a direct impact on the development of autonomous driving systems.
  • Collaborate with a talented team of researchers and engineers who share your passion for deep learning and computer vision.
  • Contribute to patent applications and research papers, showcasing your innovative solutions.
  • Grow your skills and knowledge through ongoing training and professional development opportunities.
How to Apply

If you are a motivated and experienced researcher looking to join a pioneering team in the field of autonomous driving, please submit your application, including your resume and a cover letter outlining your qualifications and interests.

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