Data Scientist
Core
Build scalable predictive and prescriptive analytics solutions and machine learning models to address complex operational challenges in Fab Operations.
Role type
Senior IC Data Scientist (Manufacturing Analytics)
Builds
Productionalized data pipelines, predictive models, and scalable data products for Fab Operations.
Domain
Semiconductor manufacturing / Industry 4.0 Digitalization
Deliverable
production ML models | product features
Required skills
Forecasting, Recommendation Systems, Logistics Optimization, Churn Analysis, Segmentation Analysis, Deep Learning, Hyperparameter tuning, Model validation and monitoring, Data visualization, Cloud environments, Optimization techniques
Preferred skills
R, Python, SAS, SPSS, STATA, Agile methodology, Product mindset
Responsibilities
Translate business needs into predictive analytics solutions; Build data pipelines for productionalized models; Conduct exploratory data analysis on high-dimensional datasets; Train and tune machine learning models; Deploy models into production; Validate and monitor model performance; Communicate analytics value to leadership.