Senior Data Scientist
Core
Deliver predictive and prescriptive analytics solutions, build scalable data products, and deploy machine learning models to address complex operational challenges in semiconductor manufacturing.
Role type
Senior IC data scientist (analytics & ML)
Builds
Productionalized predictive and prescriptive analytics solutions, scalable data products, and cloud-based optimization engines
Domain
Semiconductor manufacturing (foundry) + advanced analytics
Deliverable
production ML models | product features
Required skills
forecasting, recommendation systems, logistics optimization, churn and segmentation analysis, deep learning, hyperparameter tuning, exploratory data analysis, data pipeline construction, model validation and monitoring, cloud solution scaling
Preferred skills
business-focused advanced analytics, Agile environment experience, cross-functional team leadership
Technologies
R, Python, SAS, SPSS, STATA
Responsibilities
Translate business needs into analytics solutions, collaborate on data pipelines for productionized models, conduct exploratory data analysis and create visualizations, identify and train ML/statistical approaches, deploy models into production, validate and monitor model performance, support team capability building, communicate analytics value to leadership
Seniority
Senior, hands-on IC