9 Mothers is a company focused on developing AI powered machines for counter-drone systems. They are seeking a Perception Lead to manage the computer vision and machine learning stack for target detection and tracking in real-time.
Responsibilities:
- Own the visual perception pipeline end-to-end, including detection, classification, and tracking of sUAS targets in real time
- Design and train machine learning models that meet latency and accuracy requirements for edge deployment on Jetson-class hardware
- Architect and maintain the dataset and simulation pipeline, including data collection, labeling, curation, augmentation, synthetic data generation, and closed-loop retraining based on field performance
- Optimize inference performance on Jetson platforms, including model pruning, quantization, TensorRT integration, and custom kernel development as required
- Establish the model evaluation framework and metrics used to assess perception performance under operational conditions
- Deliver target state information (position, velocity, identity, uncertainty) to the controls subsystem
- Collaborate with the hardware team on camera, optics, and sensor selection