Micron Technology is looking to transform how the world uses information to enrich life for all by innovating memory and storage solutions. This role aims to understand AI applications and trends, model memory systems, and translate these insights into future memory and storage products and technologies.
Requirements
- Hands-on experience in developing memory technologies and products including in-depth understanding of memory characterization and physics-based modeling techniques
- Expert understanding of the memory hierarchy, DRAM memory and NAND storage in compute architectures and the ability to evaluate opportunities for emerging memory
- Significant depth of expertise in data science, AI algorithms, emerging AI application frameworks, deployment of AI models including Large Language Models at scale
- Experience with modeling and simulation architectures to rapidly scale performance, capacity, bandwidth projections
- Strong track record of personal innovations and driving team innovations that deliver product and business value
- Excellent analytical, analysis, and problem-solving skills that are data driven.
Responsibilities
- Define the vision for AI applications and modeling pathfinding work at Micron that results in defining our technical direction to improve the value proposition of our future product portfolio.
- Leverage deep technical understanding of current and future data center and edge compute architectures and their usage of memory and storage to set technical priorities for AI applications pathfinding work
- Model new features and capabilities for memory and storage technologies and products leveraging understanding of incumbent and emerging memory types
- Create, correlate, and maintain innovative simulation- and emulation-based methodologies to identify hardware and software bottlenecks in current and future AI workloads
- Simulate and project performance, capacity and bandwidth growth trends across all memory tiers for future AI applications.
- Systematically quantify the value proposition of innovative ideas through system analysis leveraging external and internally developed tools to simulate complex workloads running on state-of-the-art hardware and software
- Foster collaborative culture and closely interact with hardware and software teams within Systems Pathfinding to develop proof of concept demonstration vehicles to validate simulation direction
Other
- 15+ years of experience with Masters in CS/EE or 20+ year experience with Bachelors in CS/EE along with formal training in data science
- Demonstrated ability to effectively interact with executive leadership to advocate strategic direction and project investment
- Excellent written and verbal communication skills through all levels of the organization
- Adaptable to a fast-paced, rapidly changing environment with dynamic demands
- Participate in deep technical engagements with customers leading to insights for the Micron pathfinding direction and the opportunity for joint development
