Leaders In Autonomous Vehicle Development - Montreal - beBeePerception

    beBeePerception
    beBeePerception Montreal

    4 days ago

    Job title: Staff, ML Engineer

    Description

    Advanced Perception Engineer

    We are seeking a highly skilled engineer to lead our advanced perception efforts.

    • Road & Lane Detection Expertise
    Job Description:
      

    The selected candidate will oversee the development of sophisticated machine learning models for detecting and interpreting road geometry, lane structures, and drivable surfaces with precision and robustness.

      

    This involves defining cutting-edge deep learning architectures, data-driven approaches, and experiment design to drive critical improvements in perception accuracy, stability, and scalability.

      

    A successful applicant will have extensive experience developing perception models at scale using modern frameworks like PyTorch or Lightning.

      Candidates should demonstrate expertise in semantic segmentation,instance singmentation,BEV modeling,, and scene topology estimation techniques. Furthermore,the selected individual must showcase proficiency with Python and large-scale distributed training pipelines.



    • M.S. or Ph.D.degreein Computer Science,Electrical Engineering,Roboticsor a related field (or equivalentexperience)

    • 10+ years of experience developing deep learningmodelsforperceptionortruecomputer visionatscale( strongemphasis onroadandlanedetection)

      • deepexpertiseminssemanticsegmentation,BE
      divisionmodeling,sceenerlogyestimation(orrelatedfields)
      iStrongunderstandingoflaneandr&odgemetrymodelling,cameraadditionandexSensorprojection
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