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High-Performance Data Architect

2 tygodni temu


Zabłocie B Kraków, Polska N-iX Pełny etat

About N-iX:

We are a software development service company that helps businesses worldwide develop successful software products.

Our client is a global leader in software development and consulting, specializing in solving complex subsurface and surface challenges in the evolving energy sector.

Their expertise combines science and technology with deep industry knowledge to deliver cutting-edge solutions for energy modeling and optimization.

About the Role:

We seek an experienced Data Service Module Engineer to develop and deploy high-performance data storage and retrieval systems for HPC modeling projects.

The ideal candidate will have expertise in designing scalable data services optimized for HPC or distributed workflows, ensuring low latency and high throughput.

Key Responsibilities:

  • Design and implement the data service module using HDF5 for efficient data storage and retrieval.
  • Develop parallel and concurrent I/O mechanisms to optimize performance for large-scale datasets.
  • Ensure the module is tightly integrated with HPC and visualization workflows.
  • Optimize I/O operations for CPU/GPU-based workflows to minimize bottlenecks.
  • Implement caching, compression, and other strategies to enhance performance.
  • Design data structures and schemas suitable for storing 3D grid data and other simulation outputs.
  • Ensure data integrity and consistency during concurrent read/write operations.
  • Develop and execute test cases to validate module performance and reliability under various load conditions.
  • Conduct benchmarking to ensure scalability across different hardware configurations.
  • Document the architecture, APIs, and usage guidelines for the data service module.
  • Provide technical support to the development and visualization teams for data integration.

Requirements:

  • Bachelor's or Master's degree in Computer Science, Software Engineering, or related fields.
  • 3+ years of experience in developing and deploying data services for HPC or similar systems.
  • Proven expertise with HDF5 or similar, in parallel I/O operations. Equivalent experience in distributed systems is also applicable.
  • Programming: Strong proficiency in (at least one): C++, Python, GoLang, or Fortran.
  • HDF5 Expertise: In-depth knowledge of HDF5 APIs and advanced features like parallel HDF5.
  • Parallel I/O: Experience with MPI I/O, POSIX I/O, or similar frameworks for concurrent/parallel data access.
  • Performance Optimization: Skills in profiling and optimizing I/O operations for large datasets.
  • Proficiency in SQL and experience with any RDMS
  • Might be a plus: knowledge of at least one orchestration and scheduling tool, for example, Airflow, Prefect, Dagster, etc.
  • Strong problem-solving skills and ability to work in a multidisciplinary team.
  • Excellent communication skills for cross-team collaboration and documentation.