Staff Software Engineer, Perception

AeroVect is seeking a Staff Software Engineer, Perception to transform ground handling with autonomy. You will architect 3D object detection models using multi-modal approaches (camera, LiDAR, Radar), build and maintain data collection and evaluation pipelines, and develop a proprietary multi-modal dataset. Responsibilities include training, deploying, and monitoring 2D/3D object detection models to production, experimenting with state-of-the-art model performance, and mentoring junior engineers on best practices. The ideal candidate will have a Master's or PhD in Computer Science, Robotics, Deep Learning, or a related field with at least 5 years of focused experience.

Must Have

• Master's or PhD in Computer Science, Robotics, Deep Learning, or related field
• 5+ years experience in architecting and deploying 2D/3D object detection models
• Experience with entire perception stack (sensing, preprocessing, detection & tracking)
• Proficiency in Python
• Ability to lead projects autonomously

Good to Have

• PhD in Computer Science, Robotics, or related discipline
• Publications in major conferences (CVPR, ICRA, NeurIPS, IJCAI, AAAI etc.)

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