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Senior Performance Engineer – Intel Stack

sarvam · Bengaluru

New
Senior 🇬🇧 English
OpenVINO ONNX Runtime Intel NPU x86/AMD64 CPU optimization AVX-512 AMX VTune perf

Job description

About the role

Lead Sarvam’s end‑to‑end Intel stack, covering Intel NPU via OpenVINO, integrated and discrete GPUs via OpenVINO and ONNX Runtime, and x86/AMD64 CPU fallback paths. You will be the technical liaison for Intel’s ecosystem and the OpenVINO team.

Key responsibilities

  • Deploy Sarvam’s edge models on Intel NPU, dGPU and iGPU while meeting defined SLAs.
  • Maintain the OpenVINO build and quantization recipe, including driver‑version compatibility.
  • Optimize x86 CPU fallback paths using AVX‑512, AMX and advanced threading strategies.
  • Manage the Intel device CI pool and detect regressions across OpenVINO upgrades.

Required profile

  • 5+ years of ML deployment experience, with at least 2 years on Intel inference stacks.
  • Hands‑on production experience with OpenVINO, model conversion, accuracy validation after quantization, and driver‑version pinning.
  • Knowledge of ONNX Runtime execution providers and when to fall back to CPU EP.
  • Proficiency in x86 CPU profiling and optimization (VTune, perf) and ability to read hot loops at the assembly level.

Required skills

  • OpenVINO
  • ONNX Runtime
  • Intel NPU, integrated GPU and discrete GPU
  • x86/AMD64 CPU optimization
  • AVX‑512 and AMX intrinsics
  • VTune and perf profiling tools
  • Model quantization and driver‑version pinning
  • Custom OpenVINO operator authoring (bonus)

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Source : ats:ashby

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Published 15 hours ago

Expires 1 month from now

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sarvam

Bengaluru