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Senior Staff Software Engineer, Perception(m/w/x)
Architecting 3D object detection models using camera, LiDAR, and Radar for autonomous ground handling. Master's or PhD with 5+ years in 2D/3D object detection required. Building proprietary multi-modal datasets and leading projects autonomously.
Requirements
- Master's or PhD in Computer Science, Robotics, Deep Learning, or related field
- 5+ years of focused experience in architecting and deploying 2D/3D object detection models
- Experience with entire perception stack (sensing, preprocessing, detection & tracking)
- Python proficiency
- Ability to lead projects autonomously
- PhD in Computer Science, Robotics, or related discipline
- Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc
Tasks
- Architect 3D object detection models
- Design multi-modal approaches (camera, LiDAR, Radar)
- Build data collection pipeline
- Maintain evaluation metrics pipeline
- Develop proprietary multi-modal dataset
- Train 2D/3D object detection models
- Deploy 2D/3D object detection models
- Monitor 2D/3D object detection models
- Experiment with SOTA models’ performance
- Mentor junior engineers on best practices
Work Experience
- 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- 2D object detection models
- 3D object detection models
- CVPR
- ICRA
- NeurIPS
- IJCAI
- AAAI
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Senior Staff Software Engineer, Perception(m/w/x)
Architecting 3D object detection models using camera, LiDAR, and Radar for autonomous ground handling. Master's or PhD with 5+ years in 2D/3D object detection required. Building proprietary multi-modal datasets and leading projects autonomously.
Requirements
- Master's or PhD in Computer Science, Robotics, Deep Learning, or related field
- 5+ years of focused experience in architecting and deploying 2D/3D object detection models
- Experience with entire perception stack (sensing, preprocessing, detection & tracking)
- Python proficiency
- Ability to lead projects autonomously
- PhD in Computer Science, Robotics, or related discipline
- Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc
Tasks
- Architect 3D object detection models
- Design multi-modal approaches (camera, LiDAR, Radar)
- Build data collection pipeline
- Maintain evaluation metrics pipeline
- Develop proprietary multi-modal dataset
- Train 2D/3D object detection models
- Deploy 2D/3D object detection models
- Monitor 2D/3D object detection models
- Experiment with SOTA models’ performance
- Mentor junior engineers on best practices
Work Experience
- 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- 2D object detection models
- 3D object detection models
- CVPR
- ICRA
- NeurIPS
- IJCAI
- AAAI
About the Company
AeroVect
Industry
Transportation
Description
The company is transforming ground handling with autonomy, redefining operations for airlines and ground service providers.
Not a perfect match?
- AeroVect
Senior Software Engineer, Perception(m/w/x)
Full-timeRemoteSeniorBerlin - AeroVect
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Full-timeRemoteSeniorBerlin - AeroVect
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