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 / Industrial analytics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Forecasting, recommendation systems, logistics optimization, churn and segmentation analysis, deep learning, hyperparameter tuning, exploratory data analysis, statistical modeling, R, Python, SAS, SPSS, STATA, data visualization, cloud-based solution scaling
Preferred skills
None stated
Technologies
R, Python, SAS, SPSS, STATA
Responsibilities
Translate business needs into predictive and prescriptive analytics solutions; collaborate with data domain groups to build data pipelines for productionized analytics; conduct exploratory data analysis and create visualizations for high-dimensional datasets; identify suitable ML/statistical approaches and train models; deploy models into production; validate and monitor models for consistent performance; support team capability building; communicate analytics value to leadership and business partners.
Seniority
Senior, hands-on IC