Senior Staff Software Engineer, Perception

AeroVect Technologies Inc.; Greater London; On-site; GBP 70,000 - 90,000; Full time

Job summary

A tech company specializing in 3D modeling in Greater London is seeking an experienced individual to architect 3D object detection models. The ideal candidate will have a Master’s or PhD in Computer Science, Robotics, or Deep Learning, and over 5 years of experience in deploying 2D/3D object detection models. Responsibilities include building data evaluation pipelines and mentoring junior engineers. This position offers an engaging role within a pioneering team focusing on state-of-the-art technologies.

Qualifications

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

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 to production.

Skills

Python proficiency

Experience in architecting 2D/3D object detection models

Project leadership

Education

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

Job description

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.