Senior Staff Software Engineer, Perception

AeroVect; Poland; On-site; PLN 400,000 - 700,000; Full time

Job summary

AeroVect in Poland seeks a Senior Perception Engineer to architect and deploy 2D/3D object detection models for autonomous ground handling systems. You will lead end-to-end perception stack, train and monitor models, and mentor engineers while driving a roadmap for the system.

Ideal candidates hold a Master’s or PhD in CS/Robotics/Deep Learning with 7+ years in perception, Python proficiency, and strong cross-functional leadership.

Qualifications

• Master’s or PhD in Computer Science, Robotics, Deep Learning, or 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).
• Proficiency in Python and ability to lead cross-functional projects.

Responsibilities

• 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.

Skills

Python proficiency

2D/3D object detection

Perception stack

Cross-functional leadership

Education

Master’s or PhD in Computer Science/Robotics/Deep Learning

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.

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