Job Description

3 - 5 Years
1 Opening
Bangalore

Role description

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. 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 analyze & predict behaviors, enable characteristics solutions in semiconductor space for process development and design rules. Expected to perform independently.

Key Responsibilities:

Fine Tune Modeling Techniques Strong NLP experience

Good Understanding of Model Mathematics Inference Optimization

LoRA/ QLoRA/ PEFT

Deep Neural Networks Applied LLM Application Development in semiconductor domain

Optional 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 files.

API 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 ingestion (ETL) and processing workflows.

On-Premise Model Familiarity: Understanding of how to work with open-source LLMs (e.g., Llama, Mistral) in a local environment is a significant advantage.

Qualifications

:


A minimum of 3-5 years of professional LLM development experience in Semiconductor domain. 2-4 years of direct, hands-on experience in AI/ML development, with a focus on applied AI and LLM applications in Semiconductor domain.

What we believe

:



We're proud to embrace the same values that have shaped UST since the beginning. Since day one, we've been building enduring relationships and a culture of integrity. And today, it's those same values that are inspiring us to encourage innovation from everyone, to champion diversity and inclusion and to place people at the center of everything we do.

Humility:

We will listen, learn, be empathetic and help selflessly in our interactions with everyone.

Humanity:

Through business, we will better the lives of those less fortunate than ourselves.

Integrity:

We honor our commitments and act with responsibility in all our relationships.

Equal Employment Opportunity Statement

UST is an Equal Opportunity Employer. We believe that no one should be discriminated against because of their differences, such as age, disability, ethnicity, gender, gender identity and expression, religion or sexual orientation.

All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.

UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.
To support and promote the values of UST.

Comply with all Company policies and procedures

Skills

AI,LLM,NLP

About UST

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world's best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients' organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact--touching billions of lives in the process.