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Senior/Lead Software Developer(LLM)

2 months ago

Bengaluru, India Fujitsu Research Full time

Job Title: Software Developer

Role Purpose


A result-oriented Software Developer to develop solutions powered by Fujitsu’s new processor, which help solve real-world challenges facing society and businesses across different industries. As a software developer, you are passionate about developing solutions and should be comfortable with back-end coding languages, technologies, frameworks and third-party/opensource libraries. You will play a role in developing innovative advanced solutions and services to support business outcomes.


Responsibilities

  • Improve and analyze performance of Generative AI & LLM software applications.
  • Enable and optimize OSS/ISV applications for Fujitsu’s new processor, starting with LLM-related applications.
  • Develop new algorithms for ML/DL frameworks, tuning technologies and work on software based on the proposed approaches using AI framework engineering.

Improve and analyze performance of Generative AI & LLM Models for inferencing and fine tuning.


Deploying and Testing applications to ensure functionality, performance, responsiveness, and efficiency.


Creating test cases, test plans and automated test scripts for unit tests


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


Creating security and data protection settings and measures


  • Writing technical documentation
  • Working and communicating well with product managers, business analysts, and data scientists, and other software developers to collaborate, review and deliver high quality applications.
  • 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 Fujitsu’s new processor.


  • Number of software applications with improved performance
  • Development of new software technologies


Experience

You will be able to demonstrate that you have:

Degree in computer science or relevant field


Proven experience as a software developer or similar role, and familiarity with common stacks for software applications


  • Minimum 5 years’ experience in SW development, Deep Learning & AI Frameworks.
  • Proficiency with fundamental back-end server-side languages such as Python & C/C++.

Knowledge of LLM Fine tuning & training techniques (PEFT, LoRA, QAT etc. are preferred)

Knowledge and experience related to RAG & RLHF Techniques.

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

Experience with Image Generation & Large Multimodal models.

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

  • Preferred experience in AI framework or accelerators, performance tuning & optimization techniques
  • Experience in software development in agile approach


Excellent writing, verbal communication, and teamwork skills


Preferred Experience


You will be able to demonstrate that you have:


Experience in developing and deploying APIs.


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.


  1. Skills in AI-related technologies