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 IC Data Scientist (Manufacturing & AI)
Builds
Intelligent manufacturing solutions, predictive analytics models, and scalable data pipelines for semiconductor operations.
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Statistical modeling, machine learning (supervised/unsupervised), Python, R, SQL, data preparation, feature engineering, model validation, software development, large-scale data processing
Preferred skills
PySpark, Apache Spark, Hadoop ecosystem (Hive, HBase), Tableau, time-series analysis, image analytics, anomaly detection, Manufacturing Execution Systems (MES), cloud-based ML platforms, mentoring
Technologies
Python, R, SQL, PySpark, Apache Spark, Hive, HBase, Tableau
Responsibilities
Develop and deploy statistical models and ML algorithms for 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; research and apply emerging AI techniques; provide technical guidance and mentor junior team members.
Seniority
Senior/Staff, hands-on IC with mentorship responsibilities
