Über
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence. The Senior Data Scientist will analyze large datasets related to semiconductor manufacturing and collaborate with teams to develop solutions that enhance product performance and quality.
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.
Qualifications : Required : • Master’s degree in Industrial Engineering, Data Analytics, Data Science, or a related field • 3 years of experience in the job offered or in a related occupation • 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
Company :
Micron Technology is a semiconductor company that produces DRAM, SDRAM, flash memory, SSD and CMOS image sensing chips. Founded in 1978, the company is headquartered in Boise, USA, with a team of 10001+ employees. The company is currently Late Stage.
Sprachkenntnisse
- English
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