Advanced Microdevices Pvt. Ltd. (India) · 1 month ago
GPU Machine Learning Architect
Santa Clara, CA
Full-time
Hybrid
Senior LevelAdvanced Micro Devices, Inc is focused on building products that accelerate next-generation computing experiences. They are seeking a GPU Machine Learning Architect to develop Deep Learning Architecture and GPU kernels, emphasizing performance verification and analysis across platforms.
BiopharmaBiotechnologyIndustrialManufacturing
Responsibilities
They will play a key role in all phases of GPU architecture development including architecture feature development and analysis, performance projection, and performance analysis across different platforms
The ideal candidate will be responsible for writing high performance GPU kernels for Machine Learning applications to run on AMD’s next generation GPU
They will be porting and optimizing algorithms for new GPU architecture, perform code reviews, authoring detailed documentation related to their work
Qualification
Required
Experienced GPU-compute or graphics hardware developer and programmer
Eye towards hardware/software-aware performance implementations and optimizations
Excellent communication skills
Experience collaborating with other engineers located in different sites/time zones
Strong analytical and problem-solving skills
Willingness to learn and ready to take on problems
Good teamwork and interpersonal skills
Ability to work independently and within complementary teams
Demonstrate flexibility, strong motivation and a proven track record of meeting results-oriented deadlines
Writing high performance GPU kernels for Machine Learning applications
Porting and optimizing algorithms for new GPU architecture
Perform code reviews
Authoring detailed documentation related to their work
Preferred
Strong programming skills in C/C++, HIP, and CUDA
Extensive experience with machine learning
Experience with GPU ML runtimes and compilers
Experience using version control software such as Git
Strong understanding of GPU architecture
Knowledge of Parallel-Computing, GPUs, and 3D graphics
Familiarity with deep neural network machine learning technologies and modern machine learning programming frameworks
PhD in computer architecture/Electrical Engineering preferred
Benefits
AMD benefits at a glance.
Company
Advanced Microdevices Pvt. Ltd. (India)
Advanced Microdevices (mdi) is a leader in innovative membrane technologies.
Founded in 1976
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Nalini Kant Gupta
Founder & Managing Director
Recent News
2024-10-18
2024-10-16
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