Job Overview

about our client:

a dynamic, venture-backed startup, revolutionizing semiconductor design with cutting-edge ai tools. founded by serial entrepreneurs with deep industry expertise and over 75 patents, they empower chip designers to streamline workflows, boost productivity, and accelerate innovation. join their world-class team in bangalore to build intelligent assistants that are truly game-changing for the industry.

are you an ai/ml engineer with a passion for pushing the boundaries of what's possible? do you thrive in a dynamic, fast-paced environment where your innovations directly impact the future of an industry?

required skills & qualifications

• strong theoretical understanding and practical application of deep learning principles are essential.

• proficiency in developing and debugging robust machine learning models using python and leading ml libraries (pytorch, tensorflow).

• expertise in graph neural networks will give you a significant edge in tackling complex semiconductor challenges.

• demonstrated expertise in large language models, including prompt engineering, supervised fine tuning, and architecting agentic workflows, is highly valued.

• 4+ years of hands-on experience in the field, coupled with a degree in mathematics, computer science, or electronics.

key responsibilities

• preparing high-quality datasets from a vast ocean of unstructured data found in papers, books, and the internet, meticulously extracting images, text, and tables.

• developing intricate knowledge graphs from diverse unstructured data sources to unlock deeper

insights.

• applying advanced data augmentation and synthetic data generation techniques to supercharge model performance.

• developing intelligent, autonomous agentic workflows around large language models to streamline complex design processes.

• crafting rigorous evaluation frameworks for llms to ensure consistency and reliability in a high-stakes environment.

• deploying cutting-edge large language models in on-premise environments, ensuring seamless

integration and performance.

desired skills and experience

• pytorch

• nlp

• prompt engineering

• model fine-tuning

• python

• graph neural networks

• knowledge graph

• rag (retrieval-augmented generation)

why join us?

your opportunity to define the future. this is more than just a job; it's an opportunity to be at the forefront of a technological revolution. if you are a passionate deep learning enthusiast with a flair for system architecture, eager to tackle complex challenges and leave your mark on the semiconductor industry, we invite you to apply now.

work model: on-site

location: bengaluru

are you ready to build the future, not just maintain it?

if this interests you, send your resume: