Performance Modeling Engineer (AI Hardware)

Normal Computing Corporation; Mountain View (CA); In loco; USD 150.000 - 230.000; Tempo pieno

Descrizione del lavoro

Normal Computing is seeking a Performance Modeling Engineer to build and maintain a cycle-accurate TLM bridging RTL and the modeling stack. You will ensure the model reflects RTL and real workloads, enabling accurate predictions of latency, bandwidth, and energy for AI-oriented hardware.

You will work with architecture, hardware design, and DV teams to tune the model, validate against prototypes, and deliver end-to-end performance insights that support the company’s ambitious goals for AI

Competenze

• 5+ years of experience in performance modeling at a major semiconductor company.
• Ability to translate architectures into efficient modeling code.
• Experience with multiple modeling languages (SystemC, C++, Python).
• Excellent written and spoken communication skills.

Mansioni

• Build and maintain a cycle-accurate TLM of compute tiles, memory, and interconnect.
• Calibrate latency, bandwidth, energy parameters from RTL, FPGA prototypes, and synthesis results.
• Provide a golden model for DV with scoreboards and checks.
• Plan modeling work against hardware roadmap and run sensitivity studies.

Conoscenze

Performance modeling

SystemC/C++/Python

RTL/ DV collaboration

Architectural understanding

Technical communication

Descrizione del lavoro

Normal Computing is seeking a Performance Modeling Engineer to build and maintain a cycle-accurate TLM bridging RTL and the modeling stack. You will ensure the model reflects RTL and real workloads, enabling accurate predictions of latency, bandwidth, and energy for AI-oriented hardware.

You will work with architecture, hardware design, and DV teams to tune the model, validate against prototypes, and deliver end-to-end performance insights that support the company’s ambitious goals for AI