Senior Data Scientist

Micron Technology • Boise, ID

11d

About The Position

Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
Analyze and extract valuable insights from large datasets related to semiconductor manufacturing, process optimization, and quality control. Collaborate with multifunctional teams to develop innovative solutions that improve product performance, yield, and reliability. Perform exploratory data analysis (EDA) on semiconductor manufacturing data, including wafer fabrication, yield, and defect rates. Develop predictive models using machine learning techniques (such as regression, classification, and clustering) to optimize manufacturing processes and improve product quality. Extract relevant features from raw data, considering factors like material properties, process parameters, and environmental conditions. Identify anomalies and
outliers in semiconductor production data suggesting corrective actions to improve yield. Work closely with engineers, physicists, and domain experts to understand semiconductor processes and translate business requirements into data-driven solutions. Build clear and informative visualizations to communicate findings and insights to collaborators. Stay up to date with industry trends, research advancements, and emerging technologies in data science and semiconductor manufacturing.
Employer will accept a Master’s degree in Industrial Engineering, Data Analytics, Data Science, or a related field and 3 years of experience in the job offered or in a related occupation.

Requirements

• Languages including Python, HTML, CSS, JavaScript, and Typescript
• Machine learning algorithms and statistical techniques
• Web application and reporting, SQL and database management
• Machine learning frameworks including Decision trees, Clustering, Regression, Neural Networks, NLP, Pytorch, Big Data, Tensorflow, Pandas, and Streamlit
• Docker, Containerization, Kubernetes, Jenkins, Ansible, Elasticsearch, SSL, or Microservices
• Data visualization tools including Streamlit, Tableau, and PowerBI
• Python library sklearn, xgboost, and pycaret
• Deep learning network CNN and package keras
• Google Cloud Platform, OpenShift Container Platform or Azure

Responsibilities

• Analyze and extract valuable insights from large datasets related to semiconductor manufacturing, process optimization, and quality control.
• Collaborate with multifunctional teams to develop innovative solutions that improve product performance, yield, and reliability.
• Perform exploratory data analysis (EDA) on semiconductor manufacturing data, including wafer fabrication, yield, and defect rates.
• Develop predictive models using machine learning techniques (such as regression, classification, and clustering) to optimize manufacturing processes and improve product quality.
• Extract relevant features from raw data, considering factors like material properties, process parameters, and environmental conditions.
• Identify anomalies and outliers in semiconductor production data suggesting corrective actions to improve yield.
• Work closely with engineers, physicists, and domain experts to understand semiconductor processes and translate business requirements into data-driven solutions.
• Build clear and informative visualizations to communicate findings and insights to collaborators.
• Stay up to date with industry trends, research advancements, and emerging technologies in data science and semiconductor manufacturing.

Benefits

• Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future.
• We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget.
• Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave.
• Additionally, Micron benefits include a robust paid time-off program and paid holidays.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 5,001-10,000 employees