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ОБЩЕСТВО С ОГРАНИЧЕННОЙ ОТВЕТСТВЕННОСТЬЮ "ЦЕНТР НАЦИОНАЛЬНЫХ ИНТЕЛЛЕКТУАЛЬНЫХ СИСТЕМ" ИНН: 9704271170
описание
We are looking for a Senior HPC / CUDA Engineer to optimize high-performance scientific computing applications running on modern GPU platforms. You will work on computationally intensive workloads in the geoscience domain, focusing on seismic imaging and Full Waveform Inversion (FWI). The role combines low-level CUDA optimization, modern C++ development, GPU performance analysis, and distributed multi-GPU computing to improve the performance, scalability, and efficiency of scientific applications.
задачи
Design, develop, and optimize CUDA kernels and GPU-accelerated applications for computationally intensive workloads
Analyze and improve application performance across consumer and data-center NVIDIA GPU platforms
Profile and investigate performance bottlenecks at the kernel, PTX, hardware, memory, and multi-GPU communication levels
Optimize seismic imaging and Full Waveform Inversion (FWI) workloads to improve computational efficiency and scalability
Develop and maintain distributed and multi-GPU computing solutions using technologies such as MPI, NCCL, and NVSHMEM
Apply knowledge of GPU architecture, execution models, memory hierarchy, and modern CUDA capabilities to improve performance
Develop and maintain high-quality scientific software components using C++ and Python
Debug complex runtime issues and ensure the reliability and maintainability of performance-critical applications
Contribute to the development and maintenance of scientific tools for seismic data preprocessing, post-processing, visualization, and analysis
Work with scientific data formats and storage technologies, including HDF5
Collaborate with domain experts and engineering teams to analyze computational requirements, evaluate optimization approaches, and deliver effective technical solutions
требования
Strong experience in high-performance computing (HPC) and GPU-accelerated software development
Advanced knowledge of CUDA programming and GPU performance optimization
Deep understanding of NVIDIA GPU architecture, GPU execution models, memory hierarchy, and kernel optimization techniques
Experience with GPU profiling, performance analysis, and systematic identification of computational bottlenecks
Strong C++ development skills and experience working with performance-critical applications
Practical experience optimizing computationally intensive workloads on modern GPU platforms
Understanding of low-level GPU execution and performance analysis, including PTX
Experience with distributed or multi-GPU computing and parallel programming concepts
Strong analytical and problem-solving skills, with the ability to investigate complex performance and runtime issues
Experience working with large-scale computational workloads where performance, scalability, and reliability are essential
Будет плюсом: Experience with seismic imaging, Full Waveform Inversion (FWI), or other geophysical computing applications; Knowledge of numerical methods and computational algorithms used in scientific computing; Hands-on experience with MPI, NCCL, and NVSHMEM; Experience with HDF5 and scientific data processing or visualization tools; Familiarity with seismic data preprocessing and post-processing workflows; Experience developing or maintaining geoscience software and scientific computing tools; Knowledge of modern CUDA features and advanced GPU optimization techniques; Experience with build systems, software deployment, and debugging workflows for HPC applications; Previous experience in other performance-critical domains, such as game engines, simulation, or scientific computing
условия
This is a fully remote position that offers you the flexibility to work from any location in Armenia, whether it's your home or well-equipped offices in Yerevan or Gyumri.
We connect like-minded people
Delivering innovative solutions to industry leaders, making a global impact
Enjoyable working environment, whether it is the vibrant office or the comfort of your home
Opportunity to work abroad for up to two months per year
Relocation opportunities within our offices in 55+ countries
Corporate and social events
Leadership development, career advising, soft skills and well-being programs
Certifications, including GCP, Azure and AWS
Unlimited access to EPAM's internal learning database
Free English classes with certified teachers
Participation in the Employee Stock Purchase Plan
Monetary bonuses for engaging in the referral program
Comprehensive medical & family care package
Four trust days per year for personal needs
Discounts for fitness clubs
Benefits package (hotels, restaurants, stores and services)