Principal Engineer Aerial, Algorithms - AI and ML
Description For Principal Engineer Aerial, Algorithms - AI and ML
NVIDIA is seeking a Principal Engineer for their Aerial, Algorithms - AI and ML team. This role involves developing a system for 5G/6G wireless products using GPU power, focusing on 5G PHY/MAC layers and applying Machine Learning / Deep Learning to address PHY/MAC challenges. The ideal candidate will have a strong background in communication systems, experience with LTE/5G NR L2 scheduler algorithm design, and expertise in wireless algorithm performance. Key responsibilities include seeking and applying AI/ML approaches to radio access networks, defining software dependencies, and working with the ecosystem to showcase new approaches. The role requires a Bachelor's or Master's Degree (or equivalent experience) or PhD in Computers, Electrical Engineering or related field with 12+ years of proven experience, strong programming skills in languages like Python, C++, R, and Matlab, and a deep understanding of 5G technology and edge use cases. NVIDIA offers competitive salaries, generous benefits, and the opportunity to work with some of the brightest minds in the technology world on cutting-edge projects that are transforming industries and society.
Responsibilities For Principal Engineer Aerial, Algorithms - AI and ML
- Develop system for 5G/6G wireless products using GPU power
- Enable 5G PHY/MAC layers using traditional signal processing algorithms parallelized on GPU
- Apply Machine Learning / Deep Learning to address PHY/MAC challenges
- Take strategic role in architecture and entire software product development life cycle
- Seek and apply AI/ML approaches into radio access network for 5G/6G
- Define SW dependencies, identify requirements and holes to infrastructure layer/vRAN stack
- Work with ecosystem and showcase gains of new approaches
Requirements For Principal Engineer Aerial, Algorithms - AI and ML
- Bachelor's or Master's Degree (or equivalent experience) or PhD in Computers, Electrical Engineering or related field with 12+ years of proven experience
- Radio access network or 5G experience at PHY, MAC and or whole stack level
- Experience in use cases realization on Edge over wireless world such as IoT, manufacturing, agriculture, surveillance, or AR/VR
- Strong statistical analysis expertise
- Understanding of mathematics behind different approaches
- Strong hands-on experience on programming languages such as Python and/or C++, R, Matlab
- Strong communication and problem-solving skills
- Ability to excel in a fast paced and collaborative environment
Benefits For Principal Engineer Aerial, Algorithms - AI and ML
- Competitive salaries
- Generous benefits package
