<New Graduate Hiring> Data Scientist
Core
Entry-level data scientist applying advanced analytics and AI to solve complex challenges in semiconductor product development, test optimization, quality assurance, and yield improvement.
Role type
Entry-level IC data scientist (semiconductor manufacturing)
Builds
Predictive models for yield and test coverage, dashboards for manufacturing metrics, automated data pipelines
Domain
Semiconductor manufacturing and test engineering
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
statistics, data analysis, machine learning, Python, pandas, NumPy, scikit-learn, SQL, data visualization
Preferred skills
Generative AI concepts, Large Language Models (LLMs), cloud platforms (AWS, Azure), big data frameworks
Technologies
Python, R, pandas, NumPy, scikit-learn, matplotlib, SQL, Tableau, Power BI, Plotly, AWS, Azure
Responsibilities
Analyse wafer sort, final test, and inline process data to identify trends and root causes; Build statistical and machine learning models to predict yield and detect outliers; Develop dashboards and visualizations to monitor key metrics; Automate data pipelines and reporting tools; Support quality investigations through data mining and correlation analysis; Utilize cloud compute resources for large-scale data processing
Seniority
Entry-level, mentored IC
