AeroVect

AeroVect

·11 days ago

Senior staff software engineer, perception

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Location

remote, San Francisco, CA, United States

Commitment

Full Time

Level

Senior (5+ years)

Required skills

3D Object DetectionMulti-modal PerceptionPythonLiDARRadarCamera SystemsData Pipeline DevelopmentModel TrainingModel DeploymentPerception StackTrackingRoboticsDeep LearningCross-functional LeadershipMentoring

Job Description

Who We Are

AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com.

You will

  • Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).
  • Build and maintain data collection and evaluation (metrics) pipeline.
  • Develop a proprietary multi-modal dataset for training and evaluation.
  • Train, deploy and monitor 2D/3D object detection models to production.
  • Build and execute a roadmap for the perception system.
  • Mentor junior engineers about best practices.

You have

  • Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
  • 7+ years of focused experience in architecting and deploying 2D/3D object detection models.
  • Worked on entire perception stack (sensing, preprocessing, detection & tracking).
  • Python proficiency.
  • The ability to identify gaps and lead cross functional projects.

We Prefer

  • PhD in Computer Science, Robotics, or a related discipline.
  • Full stack AV knowledge.
  • Experience in architecting perception systems (detection & tracking).
  • Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc.

Ready to join the team?

Apply now

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