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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 python software development prototyping ai llm back end deep learning r tensorflow nlp devops pytorch debugging agile aws technical documentation azure

Work Mode

Work from Office

Job Type

Full Time

Job Description

Role Purpose

We are seeking a result-oriented Solution Architect with expertise in deep learning and machine learning, to design & develop solutions powered by Fujitsus new processor, which help solve real-world challenges facing society and businesses across different industries. The work involves designing a software development kit which will accelerate the development of AI, deep learning (DL), and large language model (LLM)-based applications on Fujitsus next gen processors (ARM based CPU). The ideal candidate will have knowledge, experience, and passion for both AI models/applications and hardware/software system & should be skilled in back-end development, high-performance computing, AI framework engineering on modern CPU-based architectures.

Responsibilities

Design and implement modules for the SDK including, Preprocessing and postprocessing pipelines, Model orchestration and inference engines and Integration with underlying CPU-specific acceleration libraries

Develop APIs and utilities that enable fast prototyping and production deployment of DL/LLM workloads

Benchmark and optimize SDK performance across target Hardwares

Enable and optimize OSS/ISV applications for Fujitsus new processor, starting with LLM-related applications.

Solid understanding of hardware & software systems

Maintain clean documentation and provide best practices for downstream users

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

Writing technical documentation

Learning continually, sharing knowledge, and fostering exchange of skills

Working using agile methods (planning meetings, review meetings, standup meetings, development, etc.)

Working on multiple projects at once while keeping focused on project timeline

Key Performance Indicators:

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)

Minimum 5 years experience in SW development, Deep Learning & AI based application development, deployment and optimization.

Proficiency with fundamental back-end server-side languages such as Python & C/C++.

Knowledge in neural compression & quantization techniques such as pruning & knowledge distillation

Knowledge of LLM Fine tuning & training techniques

Knowledge and experience related to AI Agents, RAG, NLP, Computer Vision.

Familiarity with Inference runtimes ONNX Runtime, OpenVINO.

Experience with Deep learning frameworks such as PyTorch, TensorFlow, JAX, Llama.cp & vLLM.

Experience in software development in agile approach

Strong debugging skills using profiling tools (PyTorch Profiler, TensorFlow Profiler, perf).

Excellent writing, verbal communication, and teamwork skills

Preferred Experience:

You will be able to demonstrate that you have:

Prior experience working on multiple ML/DL SDKs

Exposure to model optimization techniques for CPU

Experience in building profiling tools

Knowledge of hardware-aware optimizations (oneDNN, XLA, ROCm, MLIR, SparseML).

Contributions to open-source community

Publications in International forums / conferences / journals

Knowledge and experience in Cloud service (Azure/AWS) features such as Functions, VM, Container, DevOps (CI/CD)

Great skills in evaluating performance and security of software applications and delivering solutions which are efficient and performant.

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Senior Software Engineer