עדיין מחפשים עבודה במנועי חיפוש? הגיע הזמן להשתדרג!
במקום לעבור לבד על אלפי מודעות, Jobify מנתחת את קורות החיים שלך ומציגה לך רק משרות שבאמת מתאימות לך.
מעל 80,000 משרות • 4,000 חדשות ביום
חינם. בלי פרסומות. בלי אותיות קטנות.
מלאה
45,000-70,000 ₪
This position calls for a creative, adaptable engineer who is eager to learn new technologies and thrive in a dynamic, open source-oriented culture. You will be part of a centralized Red Hat performance engineering team that fosters innovation and collaboration to achieve world-class AI performance.
What you will do:
Design performance test plans for new MLPerf Training and Inference suites (datacenter & edge) covering LLMs primarily.
Execute accuracy, performance and power submissions; triage regressions and drive improvements using LoadGen logs, traces, and other profiling tools.
Build and maintain highly optimized container-based harnesses (Podman/Kubernetes) for benchmark execution, dataset pre-processing steps and compliance checks for reproducible CI execution.
Profile kernels, GPU runtimes and distributed collectives; propose patches to Red Hat AI software stack to remove bottlenecks revealed by results.
Represent Red Hat in working groups; upstream fixes and new benchmark proposals.
Present results and best practices at premier open source and industry conferences; author technical blogs and white papers that translate benchmark data into customer value.
What you will do:
Design performance test plans for new MLPerf Training and Inference suites (datacenter & edge) covering LLMs primarily.
Execute accuracy, performance and power submissions; triage regressions and drive improvements using LoadGen logs, traces, and other profiling tools.
Build and maintain highly optimized container-based harnesses (Podman/Kubernetes) for benchmark execution, dataset pre-processing steps and compliance checks for reproducible CI execution.
Profile kernels, GPU runtimes and distributed collectives; propose patches to Red Hat AI software stack to remove bottlenecks revealed by results.
Represent Red Hat in working groups; upstream fixes and new benchmark proposals.
Present results and best practices at premier open source and industry conferences; author technical blogs and white papers that translate benchmark data into customer value.
Requirements:
5+ years of relevant industry experience in performance engineering or ML infrastructure
Hands-on MLPerf (Training or Inference) harness work
Strong Python & Bash proficiency plus one systems language (Go/Rust/C++)
Expert Linux skills (cgroups, scheduler, perf, NUMA, GPU drivers, etc)
Experience with container orchestration (Kubernetes, OpenShift)
Performance-profiling literacy (nvprof, Nsight Systems, perf, eBPF)
Clear written & spoken English
5+ years of relevant industry experience in performance engineering or ML infrastructure
Hands-on MLPerf (Training or Inference) harness work
Strong Python & Bash proficiency plus one systems language (Go/Rust/C++)
Expert Linux skills (cgroups, scheduler, perf, NUMA, GPU drivers, etc)
Experience with container orchestration (Kubernetes, OpenShift)
Performance-profiling literacy (nvprof, Nsight Systems, perf, eBPF)
Clear written & spoken English
This position is open to all candidates.
במקום לעבור לבד על אלפי מודעות, Jobify מנתחת את קורות החיים שלך ומציגה לך רק משרות שבאמת מתאימות לך.
מעל 80,000 משרות • 4,000 חדשות ביום
חינם. בלי פרסומות. בלי אותיות קטנות.
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