Fellow/PMTS DC GPU - AI Enablement - Application Performance Tuning

AMD - Santa Clara, CA

Full-time - Entry Level

Santa Clara, CA

Computer and Electronic Product Manufacturing

About the position

The role involves joining AMD's Data Center GPU organization as a computational scientist/engineer focused on optimizing machine learning applications for high-performance computing. The position is designed for entry-level candidates who are passionate about AI and HPC, and it emphasizes collaboration within a team to port and tune scientific applications for AMD's CPU and GPU platforms.

Responsibilities

• Port and optimize a variety of machine learning based applications for AMD CPU and GPU systems
• Provide domain specific knowledge to other groups at AMD
• Engage with AMD product groups to drive resolution of application and customer issues
• Develop and present training materials to internal audiences, at customer venues, and at industry conferences

Requirements

• Experience in multiple scientific computing domains
• Experience with using Machine Learning techniques in an AI/HPC setting
• Self-motivated and ability to work well within a team environment
• Masters or PhD in Computer Science, Computational Physics, Engineering or related subjects, or equivalent experience

Nice-to-haves

• Deep understanding of distributed systems
• Expert level hands-on experience in Networking, Storage and cluster design, modelling, and analytics
• Solid grounding in current AI/ML frameworks
• Extensive experience and mastery in Python and one systems language - preferably C++
• Familiarity with orchestrator/resource managers such as slurm and k8s
• Strong performance analysis skills for both CPU and GPU
• Experience in working with large customers and excellent communication skills

Benefits

• Base pay depending on skills and experience
• Eligibility for annual bonus or sales incentive
• Opportunity to own shares of AMD stock
• Discount when purchasing AMD stock through Employee Stock Purchase Plan
• Competitive benefits package