Tenstorrent · 3 days ago

Staff SOC Performance Architect

United States

Full-time

Remote

Lead/Staff

$100K/yr - $500K/yr

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Application Specific Integrated Circuit (ASIC)Artificial Intelligence (AI)

Comp. & Benefits

No H1B

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Responsibilities

Gather, refine and document Computer Vision, Machine Learning and other automotive workloads

Work with internal teams to map automotive workloads to Tenstorrent architecture.

Run automotive ML workloads on performance models. Analyze and summarize results.

Develop SoC and subsystem level performance use case descriptions.

Develop models of interconnect and memory subsystem behavior for target workloads

Analyze workload in detail and give guidance on improvements at both module and chip level.

Create clear documentation of findings and recommendations for performance improvement.

Present results to internal stakeholders and customers

Participate in competitive analysis, comparing achieved performance to other industry solutions

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

C/C++PythonML network architecturesGPU architecturesCUDACUDNNPytorchComputer architectureInterconnectsMemory system behaviorWorkload modeling