Senior Data Scientist - Semiconductor Yield Analysis

About the role

Micron Technology, an industry leader in memory and storage solutions, is hiring a Senior Data Scientist. The role focuses on analysing large, unstructured data sets to generate actionable insights for client services and product improvement, with a strong emphasis on semiconductor yield analysis and HBM process data.

Key responsibilities

• Design, develop and program methods, processes and systems to consolidate and analyse big data sources into actionable insights.
• Work with product and service teams to identify questions and issues for data analysis and experiments.
• Develop and code software, algorithms and automated processes to cleanse, integrate and evaluate large datasets from many sources.
• Deploy data science models and lead the full lifecycle, from design and development to deployment, maintenance and monitoring.
• Interpret and communicate insights to product, service and business managers.

Required profile

• Degree or equivalent experience in Computer Science, Statistics, Data Science or a related field, with at least 3 years of data science experience.
• Foundation in statistical modelling, advanced analytics and modern machine learning.
• Experience in semiconductor yield analysis and process optimisation (e.g. FDC, SPC or probe data).
• Experience with High Bandwidth Memory (HBM) processes.
• Ability to extract data from databases using SQL and other query languages, and to apply data cleansing, outlier detection and missing data techniques.
• Experience deploying production-grade AI solutions on cloud platforms such as Google Cloud Platform.
• Excellent communication skills, able to explain complex data insights to non-technical audiences, and proven ability to work independently and manage multiple priorities.

Preferred qualifications

• Web development skills such as Angular, FastAPI and Docker.
• Experience applying generative AI and large language models.