Senior Staff Software Engineer, Perception

AeroVect; Dublin; On-site; EUR 110,000 - 150,000; Full time

Job summary

AeroVect is transforming ground handling with autonomy and is hiring a senior architect for perception systems in Dublin. You will architect 3D object detection models and oversee data collection, labeling, and evaluation pipelines for a multi-modal setup including cameras, LiDAR, and radar.

We are seeking candidates with a Master’s/PhD in a related field and 7+ years of experience, strong Python skills, and a track record of leading cross-functional projects.

Qualifications

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

Responsibilities

• Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, 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 to production.
• Build and execute a roadmap for the perception system.
• Mentor junior engineers about best practices.

Skills

Python

Cross-functional leadership

Education

Master’s or PhD in CS/Robotics/Deep Learning

7+ years experience in 2D/3D object detection

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.

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