Staff Data Scientist-Silicon Design
Hyderabad - Phoenix Aquila, India
INR 2800K-4500K (estimate) Senior-level Full Time
Tasks
- Apply optimization algorithms for engineering problems
- Architect scalable data pipelines and feature engineering
- Build and deploy machine learning models
- Collaborate with engineering teams to deliver data products
- Design machine learning solutions for semiconductor design and manufacturing
- Develop graph neural network models for structured data
- Drive exploratory research and deployable systems
- Integrate data from EDA tools and design databases
- Leverage LLMs for semiconductor use cases
- Mentor data scientists on modeling experimentation and software quality
Perks/Benefits
- N/A
Skills/Tech-stack
CAD EDA Integration | CAD/EDA | Data Pipelines | Data Processing | Defect Analysis | Distributed data | Distributed data processing | Feature Engineering | Graph Neural Networks | Language Models | Large Language Models | Machine Learning | Neural Networks | Optimization | Python | R | Reinforcement Learning | Retrieval-Augmented Generation | SQL | Semi-Supervised Learning | Semi-supervised | Statistical inference | Supervised Learning | Unsupervised Learning | Yield learning
Education
Roles
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