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Staff Software Engineer, Perception

AeroVect transforms ground handling with autonomy, redefining how airlines and ground service providers run day-to-day operations.
Machine Learning
Staff Software Engineer
Remote
11 - 50 Employees
5+ years of experience
AI · Robotics
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Description For Staff Software Engineer, Perception

AeroVect is a Series A company revolutionizing the aviation industry through autonomous ground handling solutions. As a Staff Software Engineer in Perception, you'll be at the forefront of developing cutting-edge computer vision and machine learning systems that power their autonomous solutions. The role combines deep technical expertise in 3D object detection, multi-modal approaches using camera, LiDAR, and Radar systems, with the opportunity to architect and deploy production-ready solutions. You'll work on building comprehensive data pipelines, developing proprietary datasets, and implementing state-of-the-art models while mentoring junior engineers. The company is backed by top-tier venture capital investors in aviation and autonomous driving, serving some of the world's largest airlines and ground handling providers. This position offers the flexibility of remote work while contributing to transformative technology in the aviation industry. The ideal candidate will bring both academic excellence (preferably with a PhD) and substantial practical experience in computer vision and deep learning, with the ability to lead projects independently.

Last updated 6 days ago

Responsibilities For Staff Software Engineer, Perception

  • 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
  • Experiment SOTA models' performance
  • Mentor junior engineers about best practices

Requirements For Staff Software Engineer, Perception

Python
  • Master's or PhD in Computer Science, Robotics, Deep Learning, or a related field
  • 5+ 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 lead projects autonomously