Principal Engineer Aerial, Algorithms - AI and ML

Details

Our technology has no boundaries! NVIDIA is building the world’s most groundbreaking and innovative compute platforms for the world to use. It’s because of our work that scientists, researchers, and engineers can advance their ideas. At its core, our visual computing technology not only enables an outstanding computing experience, but it is also energy efficient! We pioneered a supercharged form of computing loved by the most demanding users in the world - scientists, designers, artists, and gamers. It’s not just technology though! It is our people, some of the brightest in the world, and our company culture make NVIDIA one of the most fun, innovative, and multifaceted places to work in the world! At the center of NVIDIA's culture are our core values like innovation, excellence, determination, and teamwork, which guide us to be the best we can be.

We are building a team who will be developing a system aimed at 5G/6G wireless products based on the power of our GPU. Enabling 5G PHY/MAC layers, we will be using traditional signal processing algorithms but parallelizing them on the GPU. We plan to apply Machine Learning / Deep Learning to address PHY/MAC challenges. We are looking for a motivated and energetic principal member to take a strategic role in the architecture and the entire software product development life cycle.

Responsibilities

• Solid theoretical knowledge of communication systems, communication theory, linear algebra, detection and estimation theory, baseband signal processing algorithms, and channel coding.
• Experience in LTE/5G NR L2 scheduler algorithm design.
• Experience with wireless algorithm performance characterization and analysis.
• Wireless modem design, development, and commercialization experience.
• Seek and apply AI/ML approaches into radio access networks for 5G/6G.
• Define software dependencies, identify requirements, and holes to infrastructure layer/vRAN stack.
• Work with ecosystem and showcase gains of new approaches.

Requirements

• 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 in programming languages such as Python and/or C++, R, Matlab.

Ways to stand out from the crowd

• Strong communication and problem-solving skills.
• Ability to excel in a fast-paced and collaborative environment.

With competitive salaries and a generous benefits package, we are widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us and, due to outstanding growth, our best-in-class engineering teams are rapidly growing. If you're a creative and autonomous engineer with a real passion for technology, we want to hear from you!

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status, or any other characteristic protected by law.