Role Description
Associate III - Semiconductor S/W Product Development
Who We Are
At UST, we help the world’s best organizations grow and succeed through transformation. Bringing together the right talent, tools, and ideas, we work with our client to co-create lasting change. Together, with over 26,000 employees in 25 countries, we build for boundless impact—touching billions of lives in the process. Visit us at .
The Opportunity
We are seeking hands-on AI Modeling Engineers to install, model, and fine-tune the LLM for Semiconductor Engineering. To build and deploy high-impact, on-premise AI applications catering to Foundry use. Fine-tunes Large Language Models with emphasis on instruction fine-tuning and domain adaptation to enhance model relevance and performance in specific contexts.
Key Responsibilities
A primary objective is to fine tune the models for semiconductor domain. This role requires practical understanding of semiconductor mathematical models, apply strong data engineering principles to analyse & predict behaviours,
enable characteristics solutions in semiconductor space for process development and design rules. Expected to perform independently.
- Fine Tune Modeling Techniques
- Solid NLP experience
- Good Understanding of Model Mathematics
- Inference Optimization
- LoRA/ QLoRA/ PEFT
- Deep Neural Networks
- Applied LLM Application Development in semiconductor domain
Bonus Skills
- Hands-on experience building applications using LangChain or LlamaIndex.
- Expert Python & Pandas: Demonstrable mastery in using Python and the
Pandas library for complex data manipulation, cleaning, and analysis, especially with Excel filesAPI Development: Proven experience building and deploying production-ready APIs using FastAPI or Flask.
- RAG Implementation: Practical knowledge and project experience in building RAG pipelines, including the use of vector databases (e.g., Qdrant, Chroma, FAISS).
- Data Pipeline Skills: Experience in building reliable data inges
📌 AI Engineer (Bengaluru)
🏢 UST
📍 Bengaluru