ML Accelerator IP Validation Engineer for On-Device AI

Socket.dev; United States; On-site; USD 178,000 - 250,000; Full time

Benefits offered by this job

Bonus

Equity

Benefits

Job summary

Meta Reality Labs seeks a Machine Learning IP Validation Engineer to drive HW-SW integration and validation for ML accelerators across emulation, prototyping, and silicon platforms. You will work cross-functionally with RTL, emulation, firmware, and ML teams to define validation requirements, debug issues, and bring up workloads.

The role requires a strong background in hardware/software validation, experience with SOC interfaces, and the ability to communicate complex data to stakeholders.

Qualifications

• Bachelor's degree in CS/CE or related field, or equivalent practical experience.
• 8+ years of experience in consumer electronics or related fields.
• Experience creating validation plans and test methodologies for new features.
• Experience with HW-SW integration and validation of ML accelerators or programmable IP; workload bring-up and debugging.

Responsibilities

• Define and execute HW-SW integration, validation, and characterization plans for ML accelerator IP across emulation, prototyping, and silicon.
• Identify risks and develop mitigation strategies.
• For new technologies, define performance-power characterization and validation strategy and detailed test plans.
• Participate in design reviews and make recommendations to support test strategy.
• Create test setups, collect and analyze data to help debug technical issues.
• Partner with RTL design, verification, emulation, SoC architecture, ML compiler, firmware/runtime, and system teams to bring up ML workloads, identify root causes, drive cross-layer issues to resolution, and verify fixes.
• Convert large amounts of data into a clear summary to communicate to stakeholders at all levels.

Skills

HW-SW integration

Validation planning

ML accelerator validation

SOC interfaces AXI/APB/AHB/OCP

Vendor troubleshooting

Education

Bachelor's degree in CS/CE or related field

Job description

Meta Reality Labs seeks a Machine Learning IP Validation Engineer to drive HW-SW integration and validation for ML accelerators across emulation, prototyping, and silicon platforms. You will work cross-functionally with RTL, emulation, firmware, and ML teams to define validation requirements, debug issues, and bring up workloads.

The role requires a strong background in hardware/software validation, experience with SOC interfaces, and the ability to communicate complex data to stakeholders.