Entry-Level Data Scientist – Semiconductor Engineering & Automation
Core
Entry-level data scientist applying data science and automation to solve complex engineering challenges and improve semiconductor manufacturing processes.
Role type
Entry-level IC data scientist (semiconductor manufacturing)
Builds
Automated data pipelines, predictive/diagnostic models, dashboards, and quality shield solutions for production lines
Domain
Semiconductor manufacturing and test processes
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
Python, R, pandas, NumPy, scikit-learn, SQL, data visualization (Tableau/Power BI), statistics, machine learning
Preferred skills
Semiconductor manufacturing knowledge, internship in manufacturing/electronics/data analytics
Technologies
Python, R, pandas, NumPy, scikit-learn, matplotlib, SQL, Tableau, Power BI
Responsibilities
Analyze wafer sort, final test, and inline process data to identify trends and root causes; Develop dashboards and visualizations to monitor key metrics; Automate data pipelines and reporting tools; Collaborate with cross-functional teams to integrate functions with production line systems; Innovate and develop AI/ML solutions for non-standard problems
Seniority
Entry-level, mentored IC