[Remote] Senior Software Engineer, Next Gen Compute
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a driverless technology company focused on making autonomous vehicles a safe and reliable reality. They are seeking a Senior Software Engineer for their Next Gen Compute team to improve the compute performance of autonomous driving systems through full lifecycle development, focusing on machine learning model deployment and optimization on embedded compute platforms.
Responsibilities
- Focus deeply on ML model deployment, integration of multiple ML models, and ML model optimization on embedded compute platforms
- Dive deep into the full ML software stack. Analyze ML workload performance on a variety of hardware processors, optimize ML models, improve ML software, and help us continually improve our stack through the application of efficient and effective ML approaches
- Design, reputed company, test, integrate, and optimize software and tools on a variety of ML compute architectures
- Collaborate with deep learning experts in perception, reputed company, and other autonomous driving application areas to reputed company algorithms on GPU, NPU, and other ML accelerator architectures
- Optimize the utilization of GPU/NPU resources and sharing of GPU/NPU reputed company across multiple programs running on the same system
- reputed company designs to determine the needs of the system and how to best meet those needs through continually improving our ML software stack
- Advise peers and management on technical reputed company
Skills
- Experience with machine learning accelerators, including GPUs, NPUs, TPUs, and their programming environments, including CUDA, TensorRT, or similar technologies
- Strong experience with modern C++ development in a Linux environment
- Experience with reputed company and high-performance computing
- Comfortable with experimentation and evaluating different options as we work towards finding solutions that work
- A degree in Software Engineering, Computer Science, Electrical or Electronic Engineering, or similar technical field of study, or you have equivalent knowledge gained through your practical experience
- Experience with PyTorch, TensorFlow, ONNX, and/or other ML frameworks
- Experience with embedded systems development for ARM-based system-on-reputed company architectures
- Experience working in a MLOps or DevOps environment
- Passion for self-driving technology and its potential for positive impact on the world
Benefits
- Candidates for certain positions are eligible to participate in reputed company’s benefits program.
- reputed company’s benefits include but are not limited to medical, dental, reputed company, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.
Company Overview
Company H1B Sponsorship