HPC Performance Engineer
现在,我们正在利用人工智能来定义下一个计算机时代的无限潜力。我们的 GPU 作为能够理解世界的大脑,机器人和自动驾驶汽车的时代。做以前从未完成过的事情需要视觉,创新和世界上最好的才华。作为 NVIDIAN,你将沉浸在多元化的支持环境中,每个人都会受到启发去做自己的最佳工作。加入团队看看你如何对世界产生持久影响。我们正在寻找一个 HPC 性能工程师。我们的性能工程师分析高性能计算 (HPC) 应用程序,目的是通过推动编译器优化和库改进来提高性能。这个角色提供了与广泛的应用程序工作的机会,从单 CPU 核心运行的小基准到多节点多 GPU 系统运行的大规模应用程序。你将找到优化的机遇并与我们编译器开发和应用工程团队密切合作以提供有效解决方案。你将做什么:·分析不同编译器和编译优化对 HPC 应用程序性能的影响。·评估编译器及运行时间是否可以改善 CPU 和 CPU/GPU 平台上的关键 HPC 应用程序的性能,以及如何。·与应用工程沟通编译器能力的限制以指导最佳前进道路,提高性能。·将 HPC 应用到不同的平台和编程模型上。·评估 NVHPC 包组件组件,设备驱动程序和系统配置对应用程序性能的影响。我们需要看到的是:· BS / MS 或计算机科学或相关工程领域等同体验。· 5年以上编程经验。· 对于 Fortan,C,C++,以及编程技术的坚实的理解,特别是对平行架构,最好是用于编译器。· 对 OpenACC,OpenMP,MPI,CUDA 和标准语言平行学的经验。• 在性能分析和调整方面具有强大的技能,以及对平行应用开发工具和运行时间环境的广泛了解。· 有实力的数学基础,包括线性代数和数字方法。· U
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NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years. It’s a unique legacy of innovation that’s fueled by great technology—and amazing people.
Today, we’re tapping into the unlimited potential of AI to define the next era of computing. An era in which our GPU acts as the brains of computers, robots, and self-driving cars that can understand the world. Doing what’s never been done before takes vision, innovation, and the world’s best talent. As an NVIDIAN, you’ll be immersed in a diverse, supportive environment where everyone is inspired to do their best work. Come join the team and see how you can make a lasting impact on the world.
We are looking for a HPC Performance Engineer in our NVHPC compilers & tools group. Our performance engineers analyze High Performance Computing (HPC) applications with the intent of improving performance by driving compiler optimizations and library enhancements. This role offers the chance to work with a wide range of applications, from small benchmarks running on single-CPU core to full-scale applications running on multi-node multi-GPU systems. You'll find optimization opportunities and work closely with our compiler development and application engineering teams to deliver effective solutions.
What you'll be doing:
- Analyze the effect of different compilers and compiler optimizations on HPC application performance.
- Evaluate whether and how the compiler and runtime can improve the performance of key HPC applications on CPU and CPU/GPU platforms.
- Communicate limits of compiler capabilities with application engineering to guide the best path forward towards improving performance.
- Port HPC applications to different platforms and programming models.
- Evaluate the impact of NVHPC package components, device driver, and system configuration on application performance.
What we need to see:
- BS/MS or equivalent experience in Computer Science or a related engineering field.
- 5+ years of programming experience.
- Solid understanding of Fortran, C, C++, and programming techniques, especially for parallel architectures, preferably for compilers.
- Experience with OpenACC, OpenMP, MPI, CUDA and Standard Language Parallelism.
- Strong skills in performance analysis and tuning, as well as a broad understanding of parallel applications development tools and runtime environments.
- Strong mathematical fundamentals, including linear algebra and numerical methods.
- Understand performance considerations, tradeoffs, and impact.
- Expert interpersonal skills, a logical approach to problem-solving, good time management, and task prioritization skills. Excellent written and verbal communication skills, along with the ability to work in a dynamic development team.
Ways to stand out from the crowd:
- You have a deep understanding of machine architectures and micro-architectures.
- Experience with debugging and porting as well as assembly language programming is a significant advantage.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
Widely considered to be one of the technology world’s most desirable employers, NVIDIA offers highly competitive salaries and a comprehensive benefits package. As you plan your future, see what we can offer to you and your family www.nvidiabenefits.com/
Originally posted on Himalayas