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Senior Software Engineer, Perception

AeroVect transforms ground handling with autonomy for airlines and ground service providers, backed by top-tier venture capital investors in aviation and autonomous driving.
Machine Learning
Senior Software Engineer
Remote
[] Employees
3+ years of experience
AI · Robotics · Travel

Description For Senior Software Engineer, Perception

AeroVect is at the forefront of revolutionizing ground handling operations through autonomous solutions. As a Series A company backed by prominent venture capital investors in aviation and autonomous driving, we're partnering with some of the world's largest airlines and ground handling providers to transform their daily operations. We're seeking a Senior Software Engineer specializing in Perception to join our team.

In this role, you'll be instrumental in developing and maintaining our perception systems, working with cutting-edge technologies including LiDAR, Radar, and camera systems. You'll be responsible for training and deploying sophisticated 2D/3D object detection models, building robust data pipelines, and architecting deterministic secondary perception systems. This position offers the opportunity to work with multi-modal datasets and directly impact the future of autonomous ground handling operations.

The ideal candidate brings strong technical expertise in perception systems, with at least 3 years of focused experience in sensing, preprocessing, detection, and tracking. Your proficiency in Python, C++, and ROS2 will be essential, as will your ability to work autonomously while mentoring junior team members. This remote position offers the flexibility to work from anywhere while contributing to groundbreaking developments in aviation automation.

Join us in reshaping the future of aviation ground operations with cutting-edge autonomous technology. Your work will directly influence the efficiency and safety of ground handling operations at major airports worldwide, making a lasting impact on the aviation industry.

Last updated 5 days ago

Responsibilities For Senior Software Engineer, Perception

  • Train, deploy and monitor 2D/3D object detection models (Camera, LiDAR, Radar)
  • Build and maintain data collection, labeling and evaluation (metrics) pipeline
  • Maintain proprietary multi-modal dataset for training and evaluation
  • Architect a deterministic secondary perception system
  • Mentor junior engineers about best practices

Requirements For Senior Software Engineer, Perception

Python
  • Bachelor's or Master's degree in Computer Science, Robotics, Deep Learning, or a related field
  • 3+ years of focused experience in perception (sensing, preprocessing, detection, tracking)
  • Python, C++ and ROS2 proficiency
  • The ability to work autonomously
  • PhD in Computer Science, Robotics, or a related discipline (preferred)
  • Experience developing CUDA kernels (preferred)

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