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[AMD Japan] AI Application Engineer Manager

年収：1200万 ～ 1600万

採用企業案件

採用企業

日本エイ・エム・ディ株式会社

  • 東京都

    • 資本金90百万円
    • 会社規模非公開
  • ハードウエア
  • 半導体
部署・役職名 [AMD Japan] AI Application Engineer Manager
職種
業種
勤務地
仕事内容 THE ROLE:

We are seeking an AI Application Engineer to join the HPC Centre of Excellence (HPC CoE). The role broadly involves;
This is a ‘hand-on’ technical role and we are looking for an individual with an established background in AI who is already familiar in executing and tuning training and inference workloads. In addition to the technical aspect you will also need to be able to create and deliver presentations and training both remotely and in person to our customers and partners.

●Support winning new AI business. Enabling customers to execute their AI workloads on AMD Instinct GPUs and EYC CPUs. Supporting partners in RFP responses by testing requested workloads.
●Liaise and advise customers and partners through Proof of Concepts, presentations, and training
●Engineering: execute popular and customer-driven AI inference and training workloads, generate results and create a characteristic understanding of AI performance on AMD hardware. Understand how system and software choices affect performance. Compare performance to our competition.
●Run training and inference performance investigations using common frameworks (Pytorch, Tensorflow, JAX) and using MLperf, Hugging Face etc
●Build a body of documentation for internal and external dissemination: AMD-internal guides, whitepapers, tuning guides, training collateral
●Proactive engagement across AMD teams: GPU Business Unit, Engineering, Architecture, Platform, Software, and Product Development teams providing feedback and leadership from the field on requirements. Gathering missing functionality and working with Engineering to resolve and test
●Assist in creating Total Cost of Ownership models to aid pricing with bid desk
●Technically owning and resolving customer and partner issues. Submitting JIRA tickets and driving resolution
応募資格

【必須（MUST）】

PREFERRED EXPERIENCE:

●Demonstrated experience with training and inference workloads on GPUs
●Executing applications in common frameworks (Pytorch, Tensorflow, Jax).
●Any experience with popular AI repositories (e.g. HuggingFace, MLperf) and understanding derived performance/functionality differences between them
●Proven understanding of baseline testing of popular AI applications (e.g. Resnet, BERT, DLRM, etc) and other real world codes such as Large Language Models, image detection, NLP, recommendation engines etc
Understanding system level hardware design and its impact on performance
●Understand how the software stack affects performance: frameworks, precision, compilers, libraries, and other accompanying middleware applications
●Customer-facing experience. Able to write technical documents and communicate at an appropriate level depending on the audience
Some Linux administration; understanding setup for HPC/AI middleware.
●Hands-on AI experience within automotive, finance, enterprise, defense verticals
●Programming experience with any of HIP, CUDA, Python, C/C++, Fortran, OpenACC, OpenMP, pSTL
●Understanding impact of inter-node network choices on performance at scale. Creating performance projections for applications
●Deep Neural Networks and their design for different Machine Learning cases.
●Any experience understanding/inspecting/writing assembly
Understanding of memory and cache hierarchy and methods to query performance/latency at each level. Inspecting and dataflow down to the register-level
●Government level security clearance

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更新日 2026/01/21
求人番号 6571267

採用企業情報

日本エイ・エム・ディ株式会社
  • 日本エイ・エム・ディ株式会社

  • 東京都

    • 資本金90百万円
    • 会社規模非公開
  • ハードウエア
  • 半導体

  • 会社概要

    【設立年月】1975年2月4日
    【代表者】清水　路子
    【資本金】9,000万円
    【本社所在地】東京都千代田区丸の内1-8-3

    【事業内容】
    集積回路、電子応用装置およびその関連製品の輸出入、販売および賃貸
    集積回路、電子応用装置およびその関連製品の試験および検査ならびにそれらに関する技術サービスの提供
    電子計算機用ソフトウエアプログラムおよびハードウエアの製作、販売、賃貸および実施許諾ならびに上記に関する技術サービスの提供

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