Senior Staff Software Engineer, Perception
New
A
AeroVectAutonomous vehicles
Location: Remote; Secondary Locations: Italy, Poland, Stockholm, London, Berlin, Amsterdam, San Francisco, Frankfurt, United Kingdom (Remote), Munich, DublinFull-TimeStaff
Salary not disclosed
Apply NowOpens the employer's application page
Job Details
- Experience
- 7+ years of focused experience in architecting and deploying 2D/3D object detection models.
- Required Skills
- Python
Requirements
- Hold a Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
- Have 7+ years of focused experience architecting and deploying 2D/3D object detection models.
- Have worked across the entire perception stack, including sensing, preprocessing, detection, and tracking.
- Be proficient in Python.
- Be able to identify gaps and lead cross-functional projects.
- Preferred: PhD in Computer Science, Robotics, or a related discipline.
- Preferred: Full-stack autonomous vehicle knowledge.
- Preferred: Experience architecting perception systems for detection and tracking.
- Preferred: Publications in major conferences such as CVPR, ICRA, NeurIPS, IJCAI, or AAAI.
Responsibilities
- Architect 3D object detection models, including multi-modal approaches using camera, LiDAR, and Radar.
- Build and maintain data collection and evaluation metrics pipelines.
- Develop a proprietary multi-modal dataset for training and evaluation.
- Train, deploy, and monitor 2D/3D object detection models in production.
- Build and execute a roadmap for the perception system.
- Mentor junior engineers on best practices.
View Full Description & ApplyYou'll be redirected to the employer's site
