SENIOR/STAFF DATA SCIENTIST, SMART MFG & AI
Core
Develop predictive models and AI-driven solutions to optimize semiconductor manufacturing performance, product quality, and operational excellence.
Role type
Senior/Staff Data Scientist (Manufacturing & AI)
Builds
Intelligent manufacturing solutions, predictive analytics models, and scalable data workflows for global semiconductor operations.
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Python, R, SQL, Feature engineering, Data preparation, Model validation, Software development, Large-scale data processing
Preferred skills
PySpark, Apache Spark, Hadoop ecosystem, Tableau, Time-series analysis, Anomaly detection, Manufacturing Execution Systems (MES), Cloud ML platforms, Mentoring
Technologies
Python, R, SQL, PySpark, Spark, Hive, HBase, Tableau
Responsibilities
Develop and deploy statistical models and ML algorithms to solve manufacturing challenges; Analyze large datasets to uncover trends and actionable insights; Design scalable data preparation and feature engineering workflows; Partner with data engineers to operationalize ML solutions; Mentor junior team members on data science methodologies; Ensure solutions align with Responsible AI and data governance standards.
Seniority
Senior/Staff, hands-on IC with mentorship
