Performance Tools Engineer, ML Accelerator

Etched.ai, Inc.; San Jose (CA); On-site; USD 120,000 - 160,000; Full time

Benefits offered by this job

Medical, dental, and vision packages

Housing subsidy

Relocation support

Daily lunch and dinner

Job summary

Etched.ai, Inc. is seeking a Software Engineer – Performance Tools to lead the design and development of a sophisticated performance analysis tool for our custom ML accelerator. This role requires strong proficiency in C++ or Rust, a deep understanding of computer architectures, and experience in performance analysis. The successful candidate will create tools to help engineers understand workload behavior and optimize performance, making a significant impact on cutting-edge ML applications. Benefits include medical coverage and relocation support.

Qualifications

• Strong proficiency in C++ or Rust.
• Deep understanding of computer architecture (CPU, GPU, accelerators).
• Proven experience in low-level performance analysis.

Responsibilities

• Lead design and architecture of performance analysis tools.
• Develop methods to capture performance data from hardware.
• Implement tracing for API calls and system-level events.
• Design techniques for precise time synchronization of events.
• Build modules to interpret performance data and identify bottlenecks.
• Create visualizations to communicate performance characteristics.
• Collaborate with other engineers to define tool requirements.

Skills

C++

Rust

Python

Computer architecture

Performance analysis

Tools

NVIDIA Nsight

AMD uProf

Intel VTune

perf

Tracy

ETW

Job description

Etched.ai, Inc. is seeking a Software Engineer – Performance Tools to lead the design and development of a sophisticated performance analysis tool for our custom ML accelerator. This role requires strong proficiency in C++ or Rust, a deep understanding of computer architectures, and experience in performance analysis. The successful candidate will create tools to help engineers understand workload behavior and optimize performance, making a significant impact on cutting-edge ML applications. Benefits include medical coverage and relocation support.