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Senior Software Engineer

Senior Software Engineer

Fujitsu

5 - 10 years

6 - 11 Lacs

bengaluru

Posted:-1 days ago| Platform:

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Skills Required

software engineer scipy python software development neural networks ai numpy machine learning back end deep learning r tensorflow pytorch debugging agile software developer parallel computing

Work Mode

Work from Office

Job Type

Full Time

Job Description

Role Purpose

We are seeking a result-oriented Software Developer with expertise in Scientific Machine Learning (SciML) to design and develop innovative solutions using Fujitsus new processor. The role involves building and optimizing machine learning modelssuch as surrogate models, physics-informed neural networks (PINNs), and hybrid approachesto accelerate simulations in domains like semiconductors and physics-based systems. The ideal candidate will be skilled in back-end development, high-performance computing, and AI framework engineering, with a strong passion for applying machine learning to real-world scientific and industrial challenges on modern CPU-based architectures.

Responsibilities

Improve and analyze the performance of Scientific Machine Learning software applications.

Enable and optimize OSS/ISV applications for Fujitsus new processor.

Develop new algorithms for Scientific Machine Learning frameworks, tuning technologies and work on software based on the proposed approaches using AI framework engineering.

Develop and validate ML models (e.g., PINNs, DeepONets, Surrogate models) to approximate solutions for physical systems (PDEs, Multiphysics, etc.)

Translate complex scientific problems into ML-solvable formulations.

Optimize models for CPU deployment, using quantization, pruning, or vectorization techniques.

Improve and analyze performance of Scientific ML Models for inferencing and fine tuning.

Perform benchmarking against traditional solvers and quantify accuracy/performance tradeoffs.

Troubleshooting, debugging, and fixing bugs and upgrading software/applications.

Writing technical documentation

Learning continually, sharing knowledge, and fostering exchange of skills

Contribute to publications, open-source contributions, and innovation initiatives in SciML

Key Performance Indicator

Number of software applications enabled and optimized for Fujitsus new processor.

Number of software applications with improved performance

Development of new software technologies

Experience

You will be able to demonstrate that you have:

A degree in Computer Science, Engineering, or a related field (Masters/MTech or PhD preferred)

At least 5 years of experience in software development, including deep learning and AI frameworks

Proven R&D experience in academic or industrial labs with real-world problem-solving exposure

Strong expertise in scientific computing, applied mathematics, or computational science

Proficiency in back-end development using C++ and Python

Experience with ML frameworks such as PyTorch, JAX, or TensorFlow

Familiarity with scientific domains (e.g., molecular dynamics, material science, drug discovery, fluid dynamics) and tools like NumPy, SciPy, or PDE solvers

Understanding of parallel computing/threading (OpenMP, TBB) and performance tuning

Preferred experience with AI accelerators, framework optimization, and agile software development

Excellent written, verbal communication, and collaboration skills

Passion for applying ML to real-world scientific challenges

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