Internship in AI Computing Performance Architecture

2 months ago


Shanghai, Shanghai, China NVIDIA Full time

NVIDIA is at the forefront of designing processor and system architectures that enhance machine learning, automotive, and high-performance computing (HPC) applications. We are seeking a technical specialist to spearhead our deep learning performance assessment and forecasting initiatives. This role presents a unique opportunity to contribute significantly within a dynamic, technology-driven organization.

Key Responsibilities:

  • Identify deep learning applications and scenarios for performance analysis and forecasting.
  • Define hardware and software configurations along with metrics to evaluate performance, power consumption, accuracy, and reliability in both single and multi-processor setups.
  • Develop tools, frameworks, and methodologies for performance measurement, benchmarking, and reporting.
  • Design and maintain workload and micro-benchmarking suites.
  • Produce performance forecasts, comparative analyses, and reports for both internal and external stakeholders.
  • Collaborate with various teams across the organization to influence the development of next-generation deep learning hardware and software.

Qualifications:

  • Currently pursuing a BS, MS, or PhD in a relevant field such as Computer Science, Electrical Engineering, or Computer Engineering.
  • Proficient in programming languages such as C/C++, Python, MPI, and OpenMP.
  • Experience with deep learning workloads and operator performance is advantageous.
  • Familiarity with GPU computing and parallel programming paradigms is a plus.
  • Strong verbal and written communication abilities.
  • Effective organizational, time management, and task prioritization skills.


  • Shanghai, Shanghai, China UNStudio Full time

    Architectural Internship at UNStudio ShanghaiAs a leading international architectural firm, UNStudio is seeking a highly motivated and talented individual to join our Shanghai office as an Architectural Intern. Our team is passionate about creating innovative and sustainable designs that push the boundaries of architecture.We are looking for a talented...


  • Shanghai, Shanghai, China NVIDIA Full time

    Unlock the Power of AI TrainingNVIDIA is seeking a Senior AI Training Performance Engineer to join our team of experts in optimizing AI training workloads. As a key member of our Deep Learning Architecture team, you will play a critical role in helping us achieve peak performance on our AI computing platforms.Key Responsibilities: Analyze and optimize AI...


  • Shanghai, Shanghai, China NVIDIA Full time

    Join Us as a Senior Engineer in AI Training PerformanceNVIDIA is on the lookout for experienced engineers who are passionate about performance assessment and enhancement to maximize the efficiency of AI training, a critical workload in today’s technological landscape. If you thrive on tackling challenges across the entire hardware/software spectrum, from...


  • Shanghai, Shanghai, China NVIDIA Full time

    Join Us as a Senior Performance Engineer for AI TrainingNVIDIA is on the lookout for experienced engineers who have a passion for performance evaluation and enhancement to maximize the efficiency of AI training, a critical workload in today's technology landscape. If you are eager to work across various layers of the hardware and software spectrum, from GPU...


  • Shanghai, Shanghai, China NVIDIA Full time

    Unlock the Power of AI Training PerformanceNVIDIA is seeking a senior engineer to join our team and help us optimize AI training performance. As a key member of our Deep Learning Architecture team, you will work across the hardware/software stack to achieve peak performance and directly impact our hardware and software roadmap.Key Responsibilities: Analyze...


  • Shanghai, Shanghai, China NVIDIA Full time

    Unlock the Power of AI TrainingNVIDIA is seeking a senior engineer to join our team and help us optimize AI training performance. As a key member of our Deep Learning Architecture team, you will work closely with our engineers to analyze, profile, and optimize AI and deep learning training workloads on state-of-the-art hardware and software platforms.Key...


  • Shanghai, Shanghai, China NVIDIA Full time

    Join NVIDIA's Team as a Performance Architect InternNVIDIA is a leader in developing innovative processor and system architectures that accelerate machine learning, automotive, and high-performance computing applications. We are seeking a talented technical expert to lead our deep learning performance projections and analysis effort.Key...


  • Shanghai, Shanghai, China NVIDIA Full time

    Join NVIDIA's Team as a Technical Expert in Deep Learning Performance ProjectionsNVIDIA is pushing the boundaries of processor and system architectures to accelerate machine learning, automotive, and high-performance computing applications. We're seeking a skilled technical expert to lead our deep learning performance projections and analysis effort.Key...


  • Shanghai, Shanghai, China NVIDIA Full time

    Unlock the Power of AI ComputingNVIDIA is seeking a talented software development engineer to join its AI Computing team. As a leader in the field of deep learning, we are pushing the boundaries of what is possible with AI and computing. Our team is responsible for building the inferencing software that will be used across our product lines, and we need...


  • Shanghai, Shanghai, China NVIDIA Full time

    About NVIDIANVIDIA is a leading company in the field of artificial intelligence computing. Our employees are passionate about AI, high-performance computing, visualization, and gaming. Our Solution Architecture team focuses on bringing NVIDIA's new technology to various industries, helping to design the architecture of AI computing platforms, and analyzing...


  • Shanghai, Shanghai, China NVIDIA Full time

    Transform AI Training PerformanceNVIDIA is seeking senior engineers who excel at performance analysis and optimization to drive AI training efficiency. If you're passionate about squeezing every last clock cycle out of AI training, we want to hear from you. This role offers the opportunity to directly impact the hardware and software roadmap in a...


  • Shanghai, Shanghai, China NVIDIA Full time

    AI Performance Architect InternNVIDIA is pushing the boundaries of deep learning performance with innovative processor and system architectures. We're seeking a talented AI performance architect to contribute to our AI performance projection and analysis efforts.Key Responsibilities:Analyze state-of-the-art AI models on various GPU hardware platformsIdentify...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is developing cutting-edge processor and system architectures that accelerate various deep learning applications. We are seeking an expert deep learning system performance architect to contribute to our AI performance projection and analysis efforts. In this role, you will have the opportunity to work on performance projection, analysis, and...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is developing cutting-edge processor and system architectures that accelerate machine learning, automotive, and high-performance computing applications. We are seeking a technical expert to lead our deep learning performance projections and analysis effort.Key Responsibilities:Establish and analyze deep learning applications and use cases.Specify...


  • Shanghai, Shanghai, China SAP Full time

    About the SAP Internship Experience Program:The SAP Internship Experience Program is a global, paid internship program that provides university students with the opportunity to find purpose in their careers.This is a hands-on position with exciting global exposure to an array of topics like AI and machine learning, commercial software, web services, license...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is developing processor and system architectures to accelerate machine learning and high-performance computing applications.As a technical expert, you will lead our deep learning performance projections and analysis effort.This role offers the opportunity to make a meaningful impact in a fast-moving, technology-focused company.Key...


  • Shanghai, Shanghai, China NVIDIA Full time

    Join Our Team as a TensorRT Software Development EngineerNVIDIA is on the lookout for talented software engineers to enhance its AI Computing division. Organizations globally are leveraging GPUs to spearhead advancements in deep learning-driven AI, unlocking new possibilities in areas such as LLM, ChatGPT, and GenerativeAI, marking a pivotal moment for AI...


  • Shanghai, Shanghai, China NVIDIA Full time

    The Graphics Performance team is dedicated to developing a robust and efficient graphics architecture for each generation. This team analyzes graphics workloads and experiments with innovative hardware and software solutions across various platforms to rectify inefficiencies in existing architectures. Our efforts contribute to the real-time rendering of...


  • Shanghai, Shanghai, China UNStudio Full time

    UNStudio, a globally recognized architectural practice, operates across diverse domains of architecture. Our extensive project portfolio encompasses a wide range of architectural endeavors, from compact to expansive projects, as well as research and theoretical exploration. The culture within our offices is characterized by international collaboration,...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking a talented TensorRT Software Development Engineer to join our AI Computing team.NVIDIA is a leader in the field of AI Computing, and we are looking for a skilled software engineer to help us build the next generation of inferencing software. The ideal candidate will have a strong background in computer engineering, computer science, or a...