Data Scientist
Core
Lead Data Scientist building and scaling data-driven capabilities and establishing the data science function for manufacturing operations.
Role type
Lead Data Scientist (Manufacturing)
Builds
Scalable data pipelines, production-grade ML models, and data science standards for smart manufacturing.
Domain
Semiconductor manufacturing (wafer fabrication, assembly, test)
Deliverable
production ML models
Required skills
Python, R, machine learning frameworks (scikit-learn, TensorFlow, Pytorch), statistical process control, experimental design (DOE), time-series analysis, data wrangling, MLOps
Preferred skills
Semiconductor or manufacturing domain experience, Industrial IoT analytics, Computer vision, Optimization algorithms
Technologies
Python, R, scikit-learn, TensorFlow, PyTorch, Cloud, IoT
Responsibilities
Define and execute data science/AI strategy aligned with business priorities; Establish best practices for data collection, preparation, modeling, and deployment; Develop models for predictive maintenance, yield/quality optimization, demand forecasting, and process optimization; Design, deploy, and maintain production-grade ML models including monitoring and drift detection; Define success metrics and track ROI of data science initiatives.
Seniority
Senior, hands-on IC with strategic leadership