Nvidia Senior System Software Engineer - Deep Learning 

India, Karnataka, Bengaluru 

959102692

NVIDIA DRIVE® embedded supercomputing platforms process data from camera, radar, and lidar sensors to perceive the surrounding environment, localize the car to a map, then plan and execute a safe path forward. This AI platform supports , , and , plus other safety features—all in a compact, energy-efficient package. We need passionate, hard-working and creative people to help us tackle more of these challenging opportunities in Autonomous Driving and In-Car Infotainment.

What you’ll be doing:

• Develop solutions around NVIDIA GPU and Deep learning accelerators to realize DNNs for ADAS Systems

• Optimize DNNs for the GPU and other hardware accelerators like DLA using CUDA/TensorRT

• Improve DNN architectures using ML algorithms on NVIDIA GPUs or DLAs

• Conduct benchmarking and evaluation activities to continuously improve inference latency, accuracy and power consumption of DNNs

• Stay up to date with the latest research and innovations in deep learning, implement and experiment with new ideas to improve NVIDIA's automotive DNNs

• Responsible for the technical relationship and assisting the automotive customer in building creative solutions based on NVIDIA technology

• Collaborate with engineering teams in our US, APAC, India and Europe locations

What we need to see:

• BS or MS degree in Computer Science, Computer Engineering or Electrical Engineering

• Experience in developing or using deep learning frameworks (e.g. TensorFlow, Keras, PyTorch, Caffe, ONNX, etc.)

• 12+ years of experience in optimising DNN Layers for GPU or other DSPs

• Proficiency in C and C++ and Data Structures

• Strong OS fundamentals and knowledge of CPU/GPU architecture

• Familiar with state-of-the-artCNN/LSTM/Transformersarchitecture

Ways to stand out from the crowd:

• Strong analytical and problem solving skills, with good attention to details

• Background with NVIDIA software libraries such as CUDA and TensorRT

• Experience in automotive development processes like ASPICE or ISO26262

• Excellent communication and organization skills, good time management and task prioritisation

• Open source project ownership or contribution, GitHub repositories, guiding and/or mentoring experience