Senior Data Scientist, SMAI
Core
Develop predictive models, actionable insights, and solutions using mathematics, statistics, and semiconductor physics to optimize manufacturing operations and production metrics.
Role type
Senior Data Science Engineer (Manufacturing/Semiconductor)
Builds
Software programs, algorithms, and automated processes for data cleansing, integration, and evaluation of large datasets.
Domain
Semiconductor manufacturing and operations
Deliverable
production ML models
Required skills
Discrete event simulation, Optimization modeling (MIP, LP), Python, Java, SQL, Cloud solutions, API, GIT, ETL, Semiconductor operations digital twin experience
Preferred skills
None stated
Technologies
JAVA, Python, SQL, HTML, C/C++, CSS, Cloud solutions, API, GIT, ETL
Responsibilities
Design and program methods to analyze unstructured big data sources; Interact with product teams to identify analysis questions; Develop software to cleanse and integrate large datasets; Identify meaningful insights from data and metadata; Interpret and communicate findings to business managers; Explore new frontier ideas for breakthrough solutions; Work with global manufacturing sites to improve production metrics; Drive global collaboration of optimization and simulation solutions.
Seniority
Senior, hands-on IC