Aktualne oferty pracy związane z High-Performance Data Engineering Expert - Zabłocie B Kraków - N-iX
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High-Performance Data Engineering Expert
1 tydzień temu
N-iX is a software development service company that helps businesses across the globe develop successful software products. Founded in 2002, we have increased our presence in eight countries and grown into a strong community of professionals. We are a reliable partner for global industry leaders and Fortune 500 companies.
Our expertise lies in combining science and technology with deep industry knowledge to solve complex challenges in various sectors.
About Our ClientWe are working with a global company specializing in software development and consulting. They provide cutting-edge solutions to organizations worldwide, leveraging their expertise in the energy sector.
The client offers a range of reservoir simulation software, including IMEX, GEM, STARS, and CMOST. These tools help clients optimize their operations and make informed decisions.
Key Responsibilities- Design and implement high-performance data storage and retrieval systems using HDF5 or similar technologies.
- Develop parallel and concurrent I/O mechanisms to optimize performance for large-scale datasets.
- Ensure seamless integration 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.
- 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.
- Strong proficiency in programming languages like C++, Python, GoLang, or Fortran.
- HDF5 Expertise: In-depth knowledge of HDF5 APIs and advanced features.
- 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.
We are looking for an experienced professional with strong problem-solving skills and the ability to work in a multidisciplinary team. Excellent communication skills are essential for cross-team collaboration and documentation.
