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Santa Clara, Ca, Ca, United States; seattle, WA, United States
Source: d-Matrix careers · View original posting
From d-Matrix's posting. “We” and “our” refer to the employer.
At d-Matrix
, we are focused on unleashing the potential of generative AI to power the transformation of technology. We are at the forefront of software and hardware innovation, pushing the boundaries of what is possible. Our culture is one of respect and collaboration.
We value humility and believe in direct communication. Our team is inclusive
, and our differing perspectives allow for better solutions. We are seeking individuals passionate about tackling challenges and are driven by execution. Ready to come find your playground?
Together
, we can help shape the endless possibilities of AI.
Senior Staff Inference Performance Engineer
Santa Clara, CA / Remote, US
Role Overview
The Inference Cloud Engineering team builds the deployment and orchestration technology behind d-Matrix’s inference services: an internal cloud where teams test and tune models, and a customer-facing Cloud with self-service inference endpoints and compute. As the team’s Inference Performance Engineer, you will own end-to-end performance of the workloads we deploy, from the moment a request arrives to the moment a result is returned.
The standard is that a workload on our orchestrated platform should perform at least as well as it does on bare metal. Today’s workloads include speculative decoding and attention-FFN disaggregation across d-Matrix Corsair accelerators and GPUs, with more heterogeneous architectures coming. Because there is no fixed system to master, the job is a method: profile first, form a hypothesis, test it, and then change the system. You will own the outcome, not every fix.
Many root causes sit with other teams, so you will fix what you understand well and hand off the rest with evidence the owning team can act on.
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