Senior Staff Software Engineer, Perception

AeroVect; Berlin; Vor Ort; EUR 95.000 - 150.000; Vollzeit

Zusammenfassung

AeroVect in Berlin is seeking a Senior Architect to lead the design and deployment of 2D/3D object detection systems across camera, LiDAR and radar modalities. You will shape the perception stack and guide a talented team of engineers.

You bring a Master’s or PhD and 7+ years of hands-on experience, with Python proficiency and a track record of delivering production-ready perception solutions. You will mentor others and drive cross-functional initiatives within a fast-growing,

Qualifikationen

• Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
• 7+ years of experience in architecting and deploying 2D/3D object detection models.
• Experience with perception stack (sensing, preprocessing, detection & tracking).
• Proficient in Python.
• Ability to identify gaps and lead cross-functional projects.

Aufgaben

• Architect 3D object detection models across camera, LiDAR, and radar.
• Build and maintain data collection and evaluation pipelines.
• Develop a proprietary multi-modal dataset for training and evaluation.
• Train, deploy and monitor 2D/3D object detection models in production.
• Build and execute a roadmap for the perception system.
• Mentor junior engineers on best practices.

Kenntnisse

Python

Deep learning

Model deployment

Leadership

Ausbildung

Master's degree

PhD

Tools

Full stack AV knowledge

Jobbeschreibung

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