Senior Staff Software Engineer, Perception

AeroVect; United Kingdom; On-site; GBP 60,000 - 90,000; Full time

Job summary

A pioneering technology company in the United Kingdom is seeking an experienced engineer to architect and deploy 3D object detection models. The ideal candidate will have over 5 years of experience in the field, a Master's or PhD in Computer Science or Robotics, and proficiency in Python. Responsibilities include building data collection pipelines and mentoring junior engineers. This role is crucial for enhancing autonomy in ground handling operations.

Qualifications

• 5+ years of focused experience in architecting and deploying 2D/3D object detection models.
• Worked on entire perception stack (sensing, preprocessing, detection & tracking).
• The ability to lead projects autonomously.

Responsibilities

• Architect 3D object detection models, including multi-modal approaches.
• Build and maintain data collection and evaluation pipeline.
• Train, deploy and monitor 2D/3D object detection models.

Skills

3D object detection

Deep Learning

Python proficiency

Robotics

Mentoring

Education

Master's or PhD in Computer Science, Robotics, or related field

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.
• Experiment 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.
• Worked on 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