Performance Modeling Engineer
Core
Translate AI accelerator architecture into performance models and maintain modeling frameworks for frontier LLMs.
Role type
Performance Modeling Engineer
Builds
Performance models and modeling frameworks for AI accelerators
Domain
AI Infrastructure / Computer Architecture
Deliverable
production ML models
Required skills
performance modeling, LLM model architectures, computer architecture, AI accelerators
Preferred skills
compiler development, automation, tooling
Technologies
AI accelerators, LLMs
Responsibilities
Translate AI accelerator architecture into performance models; Maintain modeling framework capabilities and releases; Automate creation of detailed tensor layouts for frontier LLMs; Create tools, compilers, and automations to integrate with the broader organization tech stack; Collaborate with ML, Software, and Architecture teams to support experiments and workflows
Seniority
Mid to Senior level