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Senior Software Engineer

Senior Software Engineer

Fujitsu

3 - 7 years

6 - 11 Lacs

bengaluru

Posted:1 day ago| Platform:

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Skills Required

software engineer tensorflow technical documentation software systems azure https apis debugging ai research llm devops solution architect deep learning back end pytorch r software development nlp agile prototyping aws python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Fujitsus RD vision is to create cutting-edge technologies that support society and prioritize the flow of data. Our five key technologies are essential elements for collecting data from all parts of society, transporting it over ultra-high-speed and secure networks, analyzing it with trusted AI, converting it into value, and returning it to society. Central to realizing our strategy and vision are the people behind our RD initiatives. We strive to foster top-notch talent in the innovation process by nurturing skilled individuals equipped to advance this cause with originality and dedication.

Website:

Role Purpose

We are seeking aresult-orientedSolution Architectwithexpertiseindeep learning andmachinelearning,todesign develop solutions powered by Fujitsus new processor, which help solve real-world challenges facing society and businesses across different industries.The work involvesdesigning a softwaredevelopmentkit 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 engineeringon 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 andoptimizeSDK performance across targetHardwares

Enable andoptimizeOSS/ISV applications for Fujitsus new processor, starting withLLM-relatedapplications.

Solid understanding of hardware software systems

Maintain clean documentation and provide best practices for downstream users

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

Writing technical documentation

Learning continually, sharing knowledge, and fostering exchange of skills

Working using agilemethods(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 andoptimizedfor Fujitsus newprocessor.

Number of software applications with improved performance

Development of new software technologies

Experience:

You will be able todemonstratethat you have:

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

Minimum5yearsexperiencein SW development,Deep LearningAIbased application development,deploymentand optimization.

Proficiencywith fundamental back-end server-side languages such as PythonC/C++.

Knowledge in neural compression quantization techniques such as pruning knowledge distillation

Knowledge of LLM Fine tuning training techniques

Knowledge and experience related toAI Agents,RAG, NLP, ComputerVision.

Familiarity with InferenceruntimesONNX Runtime,OpenVINO.

Experience with Deep learning frameworks such asPyTorch, TensorFlow, JAX,Llama.cpvLLM.

Experience in software development in agile approach

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

Excellent writing, verbal communication, and teamwork skills

Preferred Experience:

You will be able todemonstratethat you have:

Prior experience working onmultipleML/DLSDKs

Exposure tomodel optimization techniques forCPU

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.

Relocation Supported:Yes

Visa Sponsorship Approved:No

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Senior Software Engineer