Senior Perception Systems Engineer

4 days ago


Singapore beBeePerception Full time $180,000 - $250,000
Job Description

We are seeking a highly skilled Senior Perception Systems Engineer to join our team. The ideal candidate will have extensive experience in developing and implementing advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data.

Required Skills and Qualifications
  • Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field; or equivalent industry experience
  • Strong leadership skills at executing large, complex technical initiatives
  • In-depth understanding of common Machine Learning and Deep Learning algorithms
  • Experience with designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, multi-object tracking, and/or end-to-end perception
  • Experience with deep learning frameworks such as TensorFlow or PyTorch
  • Fluency in Python, including standard scientific computing libraries and Python bindings development experience
Benefits
  • Proven track record of developing and deploying perception systems for autonomous vehicles or robotics
  • Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods
  • Excellent communication and interpersonal skills
  • Experience mentoring and leading others
Others

Bonus points will be given for experience with embedded systems and real-time optimization, especially in the autonomous driving industry, launching ML products from ideation, proven track record of publications in relevant conferences, and experience in deploying models into real-world environments.



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