AI/ML Performance Analysis and Validation Engineer
Core
Build and validate performance models for AI/ML applications on Apple Silicon platforms to project future product viability.
Role type
Senior IC AI/ML performance analysis and validation engineer
Builds
Performance models and simulation tools for future Apple Silicon hardware and AI/ML workloads
Domain
Consumer electronics, AI/ML, System-on-Chip (SoC) architecture
Deliverable
production ML models
Required skills
Python, computer architecture, performance modeling, validation of AI/ML on accelerators, distributed computing trade-offs, data reasoning
Preferred skills
CNN/transformer/diffusion model implementation, data center architecture modeling, simulation technology development
Technologies
PyTorch, JAX, CoreML
Responsibilities
Build models of applications and platforms to test future product viability; Analyze and validate use cases against performance goals; Analyze and reason about performance data; Collaborate with cross-functional teams to define future product vision; Help define technical requirements for future products
Seniority
Senior, hands-on IC
