Senior Staff Software Engineer, Perception

AeroVect Technologies Inc.; Berlin; Presencial; EUR 110.000 - 180.000; Jornada completa

Descripción de la vacante

AeroVect Technologies Inc. in Berlin is seeking a senior AI/ML engineer to architect 3D object detection models and lead the perception stack across multi-modal inputs, including camera, LiDAR, and Radar.

You will build data pipelines, develop proprietary datasets, and train, deploy, and monitor models in production while guiding junior engineers and shaping the roadmap for autonomous perception systems.

Formación

• Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
• 7+ years of experience 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.

Responsabilidades

• 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.

Conocimientos

Python

2D/3D object detection

Cross-functional leadership

Perception stack

7+ years experience

Educación

Master’s or PhD in CS/Robotics

Descripción del empleo

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