Advanced Microdevices Pvt. Ltd. (India) · 2 days ago
SMTS Software Development Eng.
Austin, TX
Full-time
Onsite
Mid LevelAdvanced Micro Devices, Inc is a company focused on building innovative products that enhance computing experiences across various domains. They are seeking a highly motivated AI Software Engineer to enable deep learning models and optimize software for GPU computational accelerators in both on-prem and cloud environments.
BiopharmaBiotechnologyIndustrialManufacturing
Responsibilities
Would you like to be part of a world class team enabling software for world class datacenters and the mightiest supercomputers? AMD is searching for talented and highly motivated AI Software Engineers to join our team of developers pushing the boundaries of efficiency and performance to enable and optimize the software ecosystem for the next generation of GPU computational accelerators. Our team has an unparalleled perspective of the AI landscape. We work with the industry’s most sophisticated clients to help them leverage the latest hardware capabilities for their AI use cases. As part of our team, you will be among the first in the world to combine the newest hardware with the industry’s latest applications, libraries, frameworks, and SDKs to push the limits of innovation and solve the world’s most complex challenges
We are looking for a highly motivated and skilled AI Software Engineer to join our team. You will work with a team of Software Engineers to enable DL models, libraries, and applications for Instinct GPUs in both on-prem and Cloud environments. Candidates should be strong in Python and/or C++. Candidates should also have experience analyzing and optimizing the performance of AI software and understand hardware bottlenecks and harness performance to hit close to roofline. Must be self-motivated and possess the ability to work well within a team environment
Qualification
Required
Strong programming skills in C++ and Python
Strong development experience is at least one major DL framework such as Pytorch or Tensorflow in inference, fine tuning and/or training
MS or PhD in Computer Science or Computer Engineering or related equivalent
Experience developing software and system-level performance optimizations with a solid architecture understanding in GPUs a plus
Experience with open-source software development including collaboration with community maintainers and submitting contributions is a plus
Publications in reputed peer-reviewed ML conferences/journals a plus
Excellent analytical and problem-solving skills root-causing/addressing performance issues
Ability to work independently and as part of a team
Willingness to learn skills, tools, and methods to advance the quality, consistency, and timeliness of AMD software products
Preferred
Expertise in profiling tools across the AI SW Stack (Torchprofiler, RocM profiler, Vtune, Nsight)
Experience in implementing and optimizing parallel methods on GPU accelerators (NCCL/RCCL, OpenMP, MPI)
Performance analysis skills for both CPU and GPU
Experience with Singularity, Docker, and/or Kubernetes
Experience providing clear and timely communication related to status and other key aspects of the project to leadership team
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
Company data provided by crunchbase