Autonomous Perception Systems Architect

3 days ago

Dublin, Dublin City, Ireland beBeePerception Full time €120,000 - €140,000

In the realm of autonomous ground handling, we are pioneering a new frontier. Our team is seeking an expert to spearhead the development of advanced perception systems for object detection and tracking.

Key Responsibilities
  • Architect cutting-edge 3D object detection models, leveraging multi-modal approaches (camera, LiDAR, Radar) to enhance our autonomy capabilities.
  • Design, build, and maintain efficient data collection and evaluation pipelines to optimize model performance.
  • Develop a proprietary multi-modal dataset for training and evaluation purposes.
  • Train, deploy, and monitor 2D/3D object detection models in production environments, ensuring seamless integration with our autonomy stack.
  • Experiment and evaluate state-of-the-art models' performance, staying up-to-date with industry advancements.
  • Mentor junior engineers in best practices for perception system development, fostering growth and knowledge sharing within our team.
Requirements
  • Master's or PhD degree in Computer Science, Robotics, Deep Learning, or a related field.
  • 5+ years of focused experience in architecting and deploying 2D/3D object detection models.
  • Experience working on entire perception stack (sensing, preprocessing, detection & tracking).
  • Proficiency in Python programming language.
  • Ability to lead projects autonomously , driving initiatives from conception to delivery.
Prefereable Qualifications
  • PhD degree in Computer Science, Robotics, or a related discipline.
  • Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc.

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