Staff Software Engineer, Perception
Role Overview
In this senior role, you will architect and develop 3D object detection models using multi-modal approaches, while also building and maintaining data pipelines for evaluation. You will mentor junior engineers and lead projects autonomously, directly impacting how AeroVect enhances ground handling operations for major airlines and providers.
Perks & Benefits
This remote position offers flexibility in work hours, allowing you to collaborate with a global team. The company values career growth, providing opportunities to work on cutting-edge technology in autonomous systems. A culture of mentorship and innovation is emphasized, fostering an environment where your contributions have significant impact.
Full 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.
Experiment SOTA models’ performance.
Mentor junior engineers about best practices.
You have
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
We Prefer
PhD in Computer Science, Robotics, or a related discipline.
Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc
Similar jobs
Found 6 similar jobs