Applied Machine Learning System Architecture Engineering Intern at AMD

Location: California
Type: Internship
Level: Entry-level

Description

AMD is seeking a highly motivated intern to join their Advanced Technologies Group (ATG) to contribute to the development of machine learning-based solutions for camera and computer vision applications on AMD Edge platforms. The intern will collaborate with hardware and software teams, engaging in solution design, software development, optimization, and deployment across various operating systems like Windows, Linux, Android, and Chrome. Responsibilities include measuring, analyzing, and optimizing power and performance for application and system software/hardware stacks.

Required Skills

C/C++
Python programming
Machine Learning concepts
computer vision
computer architecture
algorithm design
TensorRT
PyTorch
TensorFlow
ML frameworks
Edge/Mobile devices
CUDA
OpenCL
software performance benchmarking
profiling
optimizations
computer vision algorithms
OpenCV
Deep Learning approaches

Additional Information

Preferred Qualifications: Proficiency in C/C++ and Python programming
Solid understanding of Machine Learning concepts
Background in one of the following fields: computer vision, computer architecture, algorithm design
Strong teamwork and interpersonal skills
Experience in working with ML stack for Edge/Mobile devices
Experience in GPGPU [compute] using CUDA or OpenCL
Experience in software performance benchmarking, profiling, and optimizations
Experience in developing computer vision algorithms using OpenCV and/or Deep Learning approaches

About AMD

AMD

Manufacturing

AMD delivers leadership high-performance and adaptive computing solutions to advance data center AI, AI PCs, intelligent edge devices, gaming, & beyond.

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