Researcher: Performance-Optimized Numerical Algorithms

Job Description

We are seeking a highly creative and motivated Researcher to develop and optimize high-performance numerical algorithms for a diverse range of target hardware platforms, including cloud, edge, and embedded systems. As a key member of our talented team, you will collaborate with a dedicated software engineering group to translate cutting-edge research into practical solutions. Youll have the unique opportunity to pioneer the application of these technologies to solve real-world problems in innovative and unprecedented ways. The ideal candidate should possess a strong foundation in numerical modelling simulation for differential equations and computer architecture. The candidate should have with a proven ability to conduct foundational research, take initiative, work effectively in international teams, and implement proof-of-concept demonstrations. Responsibilities: Research, design, develop and optimize numerical algorithms for performance on various hardware architectures (microprocessors, micro controllers, GPUs, FPGAs, cloud computing platforms, and edge devices), considering resource constraints and real-time requirements. Apply understanding of computer architecture (cache hierarchies, memory management, instruction sets, parallel processing) to achieve optimal performance of numerical algorithms. Develop and implement performance-critical code in C/C++ and Python, leveraging parallelization and optimization techniques. Conduct thorough performance analysis and profiling to identify bottlenecks and optimize algorithm execution on target hardware. Implement numerical methods for modeling and simulation (both online and offline) across diverse 1D/2D/3D applications in fluid, structural or thermal problems. Document research findings, present results at conferences, and contribute to publications. Qualifications Educational qualification: MS/MTech, PhD from top Indian institutes (IITs, IIITs, IISc etc.) or international institutes in Electronics and communication, Electrical, Mecha