Senior Software Engineer, Perception
- Toronto, ON, Canada
Full-time
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Job details
- Job type
- Full-time
- Apply by
- Experience
- 3+ years of focused experience in perception (sensing, preprocessing, detection, tracking)
- Posting language
- English
- Posted
Original 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
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
- Train, deploy and monitor 2D/3D object detection models (Camera, LiDAR, Radar)
- Build and maintain data collection, labeling and evaluation (metrics) pipeline
- Maintain proprietary multi-modal dataset for training and evaluation
- Architect a deterministic secondary perception system
- Mentor junior engineers about best practices
- Bachelor’s or Master’s degree in Computer Science, Robotics, Deep Learning, or a related field
- 3+ years of focused experience in perception (sensing, preprocessing, detection, tracking)
- Python, C++ and ROS2 proficiency
- The ability to work autonomously
- PhD in Computer Science, Robotics, or a related discipline
- Previous experience working with autonomous robots
- Experience developing CUDA kernels
More about this job
Responsibilities
Train, deploy, and monitor 2D/3D object detection models using camera, LiDAR, and radar data, and build and maintain data collection, labeling, and evaluation pipelines. Maintain the proprietary multimodal dataset, architect a deterministic secondary perception system, and mentor junior engineers.
Requirements
Requires a bachelor’s or master’s degree in computer science, robotics, deep learning, or a related field, along with at least three years of focused perception experience. Candidates should be proficient in Python, C++, and ROS2 and able to work autonomously; a PhD, autonomous robot experience, and CUDA kernel development are preferred.
Skills
- 2D/3D Object Detection
- Camera
- LiDAR
- Radar
- Perception
- Data Collection
- Data Labeling
- Model Evaluation
- Multimodal Datasets
- Python
- C++
- ROS2
- Autonomous Robots
- CUDA
- Mentoring
Visa sponsorship
Not detected in the job text
Categories
- Software
- Technology
- Engineering
- Transportation
Keywords
- Autonomous Ground Handling
- Perception
- 2D Object Detection
- 3D Object Detection
- Camera
- LiDAR
- Radar
- Sensing
- Preprocessing
- Detection
- Tracking
- Data Collection
- Data Labeling
- Evaluation Metrics
- Multimodal Dataset
- Python
- C++
- ROS2
- Deterministic Perception System
- Autonomous Robots
- CUDA Kernels
- Deep Learning
- Robotics
- Model Training
- Model Deployment
- Model Monitoring