Senior Staff Software Engineer, Perception

AeroVect; Frankfurt; Vor Ort; EUR 70.000 - 90.000; Vollzeit

Zusammenfassung

A progressive technology firm in Frankfurt is seeking an experienced model architect to lead the development of 3D object detection systems. You will architect multi-modal models, create data evaluation pipelines, and mentor junior engineers. The ideal candidate has a Master's or PhD and at least 5 years of relevant experience. This role offers the opportunity to work with cutting-edge technology in aviation and robotics.

Qualifikationen

• 5+ years of experience in architecting and deploying 2D/3D object detection models.
• Proficient in the entire perception stack (sensing, preprocessing, detection & tracking).
• Ability to mentor junior engineers and lead projects autonomously.

Aufgaben

• Architect 3D object detection models using multi‑modal approaches.
• Build and maintain data collection and evaluation metrics pipeline.
• Train, deploy and monitor 2D/3D object detection models in production.

Kenntnisse

2D/3D object detection

Deep Learning

Python

Project leadership

Ausbildung

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

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.
• Experiment with 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.
• Experienced with the 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.