AI/ML Workload Analytics Intern - Memory & Power Modeling

Micron Technology, Inc.; San Jose (CA); Presencial; USD 69.000 - 77.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical, dental & vision plans

Paid time off & holidays

Descripción de la vacante

Micron Technology, Inc. in San Jose, CA is seeking an AI/ML Workload Analysis Intern to join memory performance and power modeling efforts. You will collaborate with system architects to analyze AI workloads, collect memory traces, and evaluate memory subsystems across CPUs, GPUs, and NPUs.

You will build workload traces, performance models, and run simulations to identify bottlenecks, validate results with benchmarks, and communicate findings to architecture reviews.

Formación

• Pursuing an MS or PhD in a related field.
• Experience with Python and C/C++.
• Strong analytical and quantitative skills.
• Excellent written and verbal communication.

Responsabilidades

• Analyze AI/ML workloads and memory behavior.
• Collect and analyze memory traces from training/inference.
• Develop workload traces and performance models.
• Present findings through technical reports and visualizations.
• Collaborate with system architects and performance engineers.

Conocimientos

Python

C/C++

Analytical thinking

Communication skills

Educación

MS or PhD in Computer Engineering/CS/EE/Data Science

Herramientas

Nsight

VTune

Perf

Gem5

Accel-Sim

Descripción del empleo

Micron Technology, Inc. in San Jose, CA is seeking an AI/ML Workload Analysis Intern to join memory performance and power modeling efforts. You will collaborate with system architects to analyze AI workloads, collect memory traces, and evaluate memory subsystems across CPUs, GPUs, and NPUs.

You will build workload traces, performance models, and run simulations to identify bottlenecks, validate results with benchmarks, and communicate findings to architecture reviews.