Senior Data Scientist

Req ID:\n\nJR96813 Senior Data Scientist\n\nOur vision is to transform how the world uses information to enrich life for all.\n\nMicron 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.\n\nAnalyze 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 \noutliers 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.\n\nEmployer will accept a Master\u2019s 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. \n \nPosition requires: \n1\\. Languages including Python, HTML, CSS, JavaScript, and Typescript \n2\\. Machine learning algorithms and statistical techniques \n3\\. Web application and reporting, SQL and database management \n4\\. Machine learning frameworks including Decision trees, Clustering, Regression, Neural Networks, NLP, Pytorch, Big Data, Tensorflow, Pandas, and Streamlit \n5\\. Docker, Containerization, Kubernetes, Jenkins, Ansible, Elasticsearch, SSL, or Microservices \n6\\. Data visualization tools including Streamlit, Tableau, and PowerBI \n7\\. Python library sklearn, xgboost, and pycaret \n8\\. Deep learning network CNN and package keras \n9\\. Google Cloud Platform, OpenShift Container Platform or Azure\n\nJob Profile(s):\n\nData Scientist 3\n\nRelocation Level: TBD\n\nBefore Getting Started \nPlease review Micron\u2019s Internal Job Application Policy on your regional PeopleNow Career Opportunities page before searching and applying for jobs. Note in particular that: \n\n * Hiring managers may view your performance appraisals, original resume, transcripts or other performance-related documentation in your personal file. This information will be held in confidence.\n * If you are selected to interview for a position, you must notify your direct supervisor before participating in the interview process.\n\n\n\nAs a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. 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. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on Benefits | Micron Technology, Inc\n\nMicron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.\n\nTo learn about your right to work click here.\n\nFor US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron\u2019s People Organization at [email protected] or 1-800-336-8918 (select option #3)\n