AION ROBOTICS CORPORATION is seeking a Senior Edge AI Perception Engineer to design, optimize, and deploy cutting-edge deep learning models for real-time autonomous vehicle perception systems to improve safety, accuracy, and efficiency in critical infrastructure monitoring, construction, mining, and energy.
Requirements
- Direct real-world experience in computer vision, deep learning, or edge AI systems.
- Strong proficiency with CUDA, TensorRT, NVIDIA DeepStream, TAO Toolkit, PyTorch/TensorFlow.
- Demonstrated experience with model optimization techniques (e.g., pruning, quantization, distillation, scheduling).
- Hands-on experience deploying AI pipelines to embedded edge platforms (preferably NVIDIA Jetson Orin or Thor).
- Expertise in object detection, semantic segmentation, and depth estimation.
- Solid understanding of real-time embedded system constraints and low-latency optimization strategies.
- Strong programming skills in C++ and Python.
Responsibilities
- Neural Network Model Development & Optimization
- Build and manage optimized neural network pipelines tailored for edge deployment in autonomous vehicle systems.
- Implement, compress, and optimize models (pruning, quantization, scheduling) to run on GPU, DLA, and Tensor cores.
- Pipeline & Resource Management
- Leverage NVIDIA DeepStream, TensorRT, CUDA, and TAO Toolkit to create high-performance perception pipelines.
- Sensor Integration & Perception Enhancements
- Apply real-time geometric transforms to object detections and semantic segmentation results for geo-referencing and LiDAR point cloud filtering.
- Research & Innovation
Other
- Bachelor's degree or higher in a relevant field
- Ability to work in the United States
- Competitive compensation, equity opportunities, and comprehensive benefits
- Personalized PTO
- Wellness Program
- 401K Retirement Plan
