Senior Software Engineer, Performance Modeling & Analysis

Entrada Ventures; United States; Hybrid; USD 180,000 - 240,000; Full time

Job summary

d-Matrix is seeking a Principal Software Engineer, Performance Analysis and Modeling to help analyze and model performance at the hardware/software boundary of AI inference accelerators. You will build analytical models and simulators that forecast performance for current and future silicon, collaborating with Hardware Design, Compiler, Inference Server, and Kernels teams.

The role combines hands-on modeling with cross-team partnership to surface HW/SW improvement opportunities and to stay

Qualifications

• Bachelor of Science in Electrical Engineering or a related field.
• Strong programming experience in C/C++ or Python.
• Experience building analytical models or simulators.

Responsibilities

• Analyze emerging ML workloads and identify performance-relevant properties.
• Build and maintain analytical models that project hardware/software behavior.
• Develop/extend architecture simulators for performance analysis.
• Collaborate with hardware, compiler, inference server, kernel, and product teams.
• Track ML research and incorporate findings into modeling work.
• Suggest HW/SW improvements based on modeling results.
• Document modeling methodology for reuse across teams.

Skills

Performance modeling

C/C++

Python

HW/SW co-design

ML fundamentals

Education

BSEE

MSEE

Tools

Analytical models

Architecture simulators

Job description

d-Matrix is seeking a Principal Software Engineer, Performance Analysis and Modeling to help analyze and model performance at the hardware/software boundary of AI inference accelerators. You will build analytical models and simulators that forecast performance for current and future silicon, collaborating with Hardware Design, Compiler, Inference Server, and Kernels teams.

The role combines hands-on modeling with cross-team partnership to surface HW/SW improvement opportunities and to stay