About this role
Design and optimize ML models for computer vision and robotics, build training and fine-tuning pipelines for large-scale datasets, and compress/accelerate and deploy models for embedded accelerators while profiling on-device inference. Requires a degree in CS/Engineering, hands-on ML experience applied to vision or robotics, proficiency with PyTorch or TensorFlow, strong Python or C++ skills, and experience deploying models and building training pipelines.
Skills for this role
Machine LearningComputer VisionRoboticsPyTorchTensorFlowPythonC++GitTraining pipelinesModel deploymentQuantizationDistillationPruningNPUTPUGPUOn-device inferenceModel profilingLatency optimizationThroughput optimizationCUDAONNXTensorRTOpenVINOROS2SLAM3D perceptionSensor fusionLiDARIMU