Senior Staff Software Engineer, Perception

AeroVect Technologies Inc.; Dublin; In loco; EUR 120.000 - 170.000; Tempo pieno

Descrizione del lavoro

AeroVect Technologies Inc. in Ireland seeks an experienced leader to architect and deploy 2D/3D object detection systems for autonomous perception.

You will design multi-modal pipelines, mentor engineers, and drive cross-functional programs across sensing, data, and ML models. You will lead the architecture of perception systems, build data pipelines, and collaborate with cross-functional teams to commercialize robust autonomous capabilities.

Competenze

• 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.
• Experience with the full perception stack (sensing, preprocessing, detection & tracking).
• Proficiency in Python.
• Ability to identify gaps and lead cross-functional projects.

Mansioni

• 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.

Conoscenze

Python

Cross-functional leadership

Object detection

Perception stack

Mentoring

Formazione

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

Strumenti

Full stack AV knowledge

Sensing & tracking

Descrizione del lavoro

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