Signal Processing Software AI Architect
About The Position
NVIDIA is searching for Deep Learning algorithms architect to develop artificial intelligence (AI), signal processing algorithms and applications for our NVIDIA GPU accelerated wireless platforms. Artificial Intelligence is transforming how we collect, communicate, inspect, and analyze different kinds of sensor data that impacts wide variety of applications and workflows. NVIDIA is leading this AI revolution, providing the tools, technologies, and expertise to meet every challenge with smarter, faster applications. This challenging role will require someone who deeply understands and can architect signal processing algorithms with Large Foundation models to advance the application of artificial intelligence and machine learning to the Wireless Communications market. Practical experience in the use and the building of adaptive signal processing algorithms, models and tools will be critical.
Requirements
- MS or PhD in Electrical or Computer Engineering or related field or equivalent experience.
- 12+ years of extensive experience in Deep Learning, Machine Learning and Signal Processing.
- A strong foundation and understanding of DSP fundamentals is required, including knowledge of adaptive signal processing and communications theory that includes frequency domain filtering and processing and noise reduction.
- Experience working with deep learning frameworks like TensorFlow, PyTorch and Scikit-learn is critical.
- Strong communication skills are required as this position involves working effectively across geographies.
Nice To Haves
- Algorithm development experience and knowledge of deep learning concepts and architectures like CNN's, Transformers and Large Language Models is a significant plus.
- Prior experience developing 5G RAN algorithms, performance optimizations and benchmarking, acceleration architecture etc is a definite plus
Responsibilities
- You will be a key member of a growing software team that can architect, analyze, develop and prototype key deep learning algorithms and solutions.
- Partner with our 6G team to apply AI optimizations in algorithms for Radio Access Networks (RAN) and Packet Core (6GC).
- Work and collaborate with different software, research, and hardware teams across geographies for solving critical problems.
- Understand and analyze the interplay of hardware and software architectures on future applications.
- Support engagements with customers and their third-party software providers, collaboration with Product Managements, Marketing, and Developer Technology teams.
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Industry
Computer and Electronic Product Manufacturing
Education Level
Ph.D. or professional degree
Number of Employees
5,001-10,000 employees
