Senior Software Engineer-HPC AI Framework

As a Senior Software Developer for HPC AI Framework at our company, you will be responsible for developing solutions powered by Fujitsu's new processor to address real-world challenges across various industries. You will play a pivotal role in creating innovative advanced solutions and services to drive business outcomes. Key Responsibilities: - Improve and analyze the performance of software applications. - Enable and optimize OSS/ISV applications for Fujitsu's new processor, with a focus on AI-related applications. - Develop new algorithms for ML/DL frameworks and work on software using AI framework engineering. - Design and develop AI workflows, applications, effective APIs, and system architectures. - Optimize and scale AI/ML frameworks on HPC architectures such as PyTorch, TensorFlow, and JAX. - Implement performance tuning strategies using vectorization, threading (OpenMP, TBB), or SIMD/SVE. - Integrate scientific computing math libraries and enable support for new backends. - Benchmark performance and memory usage across AI workloads and contribute to the development of inference pipelines for large-scale models. - Provide feedback and patches to OSS communities like PyTorch, TensorFlow, and ONNX. - Create test cases, test plans, and automated test scripts for unit tests. - Troubleshoot, debug, and fix bugs in software/applications. - Write technical documentation. - Work using agile methods including planning meetings, review meetings, standup meetings, and development. Qualifications Required: - Masters or Ph.D. in Computer Science, Computational Science, Mathematics & Computing, or relevant field. - Proven experience as a software developer with familiarity in common stacks for software applications. - Minimum 2 years of experience in production application HPC, AI frameworks, or systems programming. - Experience with OSS AI Frameworks and performance optimization techniques. - Proficiency in fundamental back-end server-side languages such as Python, C++, C. - Preferred experience in AI framework or accelerators, performance tuning & optimization techniques. - Experience in software development following an agile approach. - Excellent writing, verbal communication, and teamwork skills. Preferred Experience: - Experience in developing and deploying APIs. - Knowledge and experience in Cloud service features like Azure/AWS Functions, VM, Container, DevOps (CI/CD). - Strong skills in evaluating performance and security of software applications to deliver efficient and performant solutions. - Understanding of HPC and computer architecture. - Skills in AI-related technologies. - Contributions to OSS AI or HPC projects. - Familiarity with CPU architecture internals and AI model deployment. - Understanding of numerical computing, linear algebra libraries, and HPC AI optimization.,