AI Compute Performance Modeling Architect

Velaura AI; North Carolina; On-site; USD 150,000 - 185,000; Full time

Job summary

Velaura AI is seeking a Performance Modeling Architect to develop modeling and simulation frameworks guiding architectural decisions across our platform. You will build models that capture interactions between AI workloads, software stacks, and hardware architectures, enabling rigorous evaluation of system-level tradeoffs.

This work will support hardware–software co-design to explore design alternatives and quantify impact on performance, latency, scalability, and energy efficiency, influencing

Responsibilities

• Develop modeling and simulation frameworks to guide architectural decisions across the platform.
• Model the interaction between AI workloads, software stacks, and hardware architectures to quantify design tradeoffs.
• Enable hardware–software co-design to explore alternatives and measure impact on performance, latency, scalability, and energy efficiency.

Job description

Velaura AI is seeking a Performance Modeling Architect to develop modeling and simulation frameworks guiding architectural decisions across our platform. You will build models that capture interactions between AI workloads, software stacks, and hardware architectures, enabling rigorous evaluation of system-level tradeoffs.

This work will support hardware–software co-design to explore design alternatives and quantify impact on performance, latency, scalability, and energy efficiency, influencing