04 Aug
|
Fujitsu
|
Bengaluru
Role Purpose A result-oriented Software Developer to develop solutions powered by Fujitsus 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 Fujitsus 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
Experience
You will be able to demonstrate that you have:
- Experience with Generative AI, LLM, PEFT, LoRA, QAT, RAG, compression, quantization, SLLM
- Minimum 5 years experience in SW development, Deep Learning & AI Frameworks.
- Proficiency with fundamental back-end server-side languages such as Python & C++ (preferably 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
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 productive and performant.
- HPC and computer architecture understanding.
- Skills in AI-related technologies
Role: Technical Lead
Industry Type: Analytics / KPO / Research
Department: Engineering - Software & QA
Employment Type: Full Time, Permanent
Role Category: Software Development
Education
UG: B.Tech/B.E. in Any Specialization
📌 LLM Engineer (Bengaluru)
🏢 Fujitsu
📍 Bengaluru