Senior Staff Software Engineer, Perception
New
A
AeroVectAutonomous Ground Handling
Italy , Poland, Stockholm, London , Berlin , Amsterdam, Paris , San Francisco, Frankfurt , United Kingdom (Remote), Munich, DublinFull-TimeStaff
Salary not disclosed
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Job Details
- Experience
- 7+ years
- Required Skills
- PythonDeep LearningComputer Vision
Requirements
- 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.
- Proven experience working on the entire perception stack (sensing, preprocessing, detection & tracking).
- Python proficiency.
- Ability to identify technical gaps and lead cross-functional projects.
- PhD in Computer Science, Robotics, or a related discipline (Preferred).
- Full stack autonomous vehicle (AV) knowledge (Preferred).
- Experience in architecting perception systems (detection & tracking) (Preferred).
- Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc. (Preferred).
Responsibilities
- 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.
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