Sr Engineer/ Lead Sr Enginner, Data Analytics and ML Model Development
Core
Develop advanced data analytics and machine learning models to drive innovation in chip design, qualification, and debug engineering processes.
Role type
Senior IC machine-learning engineer (semiconductor)
Builds
Scalable data pipelines, custom ML models, and intelligent automation tools for chip design workflows
Domain
Semiconductor engineering + Machine Learning
Deliverable
production ML models
Required skills
Python, C++, supervised/unsupervised learning, deep neural networks (RNNs, Transformers), scikit-learn, TensorFlow, PyTorch, GenAI/LLMs/RAG, statistical analysis, feature engineering, GPU/CUDA
Preferred skills
PhD in CS/Data Science, large model training from scratch, time series analysis (ANOVA, ARIMA), SQL/ETL/cloud platforms (AWS), LangChain, distributed computing
