DATA SCIENTIST, SMAI
Core
Develop predictive models and actionable insights from large, diverse datasets to drive product improvement and client services for a semiconductor company.
Role type
Senior IC data scientist (semiconductor analytics)
Builds
Production data analysis pipelines, predictive models, and automated processes for memory and storage products
Domain
Semiconductor industry + data science
Deliverable
production ML models | product features
Required skills
statistical modeling, machine learning, SQL, data visualization, Python, UI development (Streamlit/React/Angular), data cleansing, outlier detection, missing data handling
Preferred skills
cloud platforms (GCP/AWS), semiconductor industry experience, web development, generative AI/LLMs (RAG, tuning, agents), top-tier conference contributions
Technologies
Python, SQL, Tableau, PowerBI, Streamlit, React, Angular, GCP, AWS
Responsibilities
Design and program methods to consolidate and analyze unstructured big data sources; interact with product teams to identify analysis questions; develop software programs and algorithms to cleanse and integrate large datasets; deploy data science models and manage end-to-end lifecycle; identify and communicate insights to business managers
Seniority
Senior, hands-on IC