13 Aug
|
Micron
|
Bengaluru
Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
Lead Micron’s workload-driven memory architecture and performance strategy across mobile and server-class platforms, shaping the future of DRAM, LPDDR, and HBM based memory systems. Own the end-to-end vision for workload characterization, benchmarking, and performance modeling, translating real-world application behavior into next-generation memory architecture, product features, and ecosystem innovations. Drive cross-organizational alignment spanning silicon, controllers, firmware, OS, hyperscalers, and industry partners, establishing Micron as a leader in workload-informed memory design.
Role Type: DMTS/SMTS
Domain: Memory Systems Architecture, Workload Analysis, Performance Engineering for servers and mobiles.
Key Responsibilities
Benchmarking & Workload Characterization
- Define the industry-leading benchmarking framework for Mobile(Geekbench, PCMark, MLPerf Mobile, real app traces etc) and Server( SPEC CPU, SPECrate, STREAM, MLPerf, database/cloud workloads)
- Characterize, Memory bandwidth, latency, QoS, tail latency, Access patterns (locality, working set, read/write mix), NUMA behavior, cache interaction, memory-level parallelism
- Define and maintain representative workload suites for customer scenarios
Root Cause Analysis & Optimization
- Lead deep dives using PMU counters, perf, eBPF, ftrace, ARM Streamline / VTune equivalents
- Identify bottlenecks in Memory controller scheduling, DRAM timing and row-buffer locality, Cache/memory interaction
- Drive optimizations across, Kernel (NUMA, huge pages, memory policies), Firmware / BIOS tuning, Application-level performance tuning
Architecture & System-Level Innovation
- Drive system-level
📌 Memory Systems Performance (Bengaluru)
🏢 Micron
📍 Bengaluru