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Jobs in Singapore   »   Jobs in Singapore   »   Engineering Job   »   Perception Engineer
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Perception Engineer

Augmentus Pte. Ltd.

Augmentus Pte. Ltd. company logo

Responsibilities:

  • Lead the design and development of cutting-edge 3D machine vision systems tailored for industrial robotic use cases, ensuring high precision and performance.
  • Collaborate closely with cross-functional teams, including robotics engineers and software developers, to integrate 3D machine vision technology seamlessly into robotic applications.
  • Oversee the selection and integration of 3D sensors with robotic systems, optimizing their performance and accuracy.
  • Develop and refine algorithms for real-time data acquisition, image processing, and object recognition to enable advanced visual perception capabilities for robotic systems.
  • Implement advanced machine learning and computer vision techniques to enhance the capabilities of machine vision, including object tracking, defect detection, and scene analysis.
  • Troubleshoot and debug technical challenges related to machine vision technology, ensuring robust and reliable operation within industrial environments.
  • Stay current with the latest advancements in machine vision, computer vision, and industrial robotics to contribute innovative solutions to the product roadmap.
  • Collaborate with stakeholders to gather requirements, provide technical insights, and present product updates.

Requirements:

  • Bachelor's or Master's degree in Computer Science, Robotics, Electrical Engineering, or a related field.
  • Significant experience in the design and development of 3D machine vision systems, particularly in industrial or robotic applications.
  • Proficiency in programming languages such as Python, C++, and experience with relevant libraries and frameworks.
  • Strong knowledge of 3D sensors, processing and manipulation of point cloud and mesh, sensor calibration techniques, repeatability testing techniques, hand-eye calibration, encoder integration with 3D sensors.
  • Expertise in machine learning and deep learning for advanced data analysis, object recognition, and image processing will be a bonus.
  • Familiarity with 3D machine vision software platforms and tools.
  • Problem-solving skills and the ability to work collaboratively in a multidisciplinary team environment.
  • Excellent communication skills to effectively convey technical concepts and insights to both technical and non-technical stakeholders.
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