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Experience in the areas: statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning. Exposure to the semiconductor industry is a plus but not a requirement. Ability to extract data from different databases via SQL and other query languages and apply data cleansing, outlier identification, and missing data techniques. Strong software development skills. Strong verbal and written communication skills. Experience with or desire to learn: Machine learning and other advanced analytical methods Fluency in Python and/or R pySpark and/or SparkR and/or SparklyR Hadoop (Hive, Spark, HBase) Teradata and/or another SQL databases Tensorflow, and/or other statistical software including scripting capability for automating analyses SSIS, ETL Javascript, AngularJS 2.0, Tableau Experience working with time-series data, images, semi-supervised learning, and data with frequently changing distributions is a plus Experience working with Manufacturing Execution Systems (MES) is a plus Existing papers from CVPR, NIPS, ICML, KDD, and other key conferences are a plus, but this is not a research position Designs, develops and programs methods, processes, and systems to consolidate and analyze unstructured, diverse \u201cbig data\u201d sources to generate actionable insights and solutions for client services and product enhancement. Develops and codes software programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources.", "stars": 0.0, "medallionProgram": null, "location_flexibility": null, "work_location_option": null, "canonicalPositionUrl": "https://careers.micron.com/careers/job/18318938", "isPrivate": false}, {"id": 19418264, "name": "Senior/I4.0 Analyst \u2013 Composite Metro & Process Optimizer", "location": "Singapore, Singapore", "locations": ["Singapore, Singapore"], "hot": 0, "department": "Smart MFG/AI", "business_unit": "Smart MFG/AI", "t_update": 1701405255, "t_create": 1701648000, "ats_job_id": "JR44544", "display_job_id": "JR44544", "type": "ATS", "id_locale": "JR44544-en", "job_description": "Conduct diagnostic and understand gaps and areas of improvement in current Composite Metro solutions and ways of working Work with PDE, Data Scientist, System Architect and Composite Metro end users to design & define requirements and analyze information, production interdiction that related to the adoption of Composite Metro for Smart Manufacturing Develop business case, including impact validation approach, ROI of potential solutions and prioritize & propose projects for implementation Lead projects and activities that will require the coordination, support, and management of resources from global teams Provide expert functional and process guidance on system interfaces and capabilities Use metrics and performance data to understand opportunities for improvement At least 5-7 years of work experience in Assembly & Test and Post Wafer Fab (PwF) Process & Equipment Engineering or similar operations functions, good knowledge in High Bandwidth Memory (HBM) production is preferred Familiar with Composite Metro solution development, systems and solutions for high volume and high mix production environment Good interpersonal skills with demonstrable ability to effectively lead and present to small and large groups Proven ability to work multi-functionally with peers, senior and mid-level management Peer leadership and relationship management skills Strong analytical and problem-solving skills Highly organized and ability to remain flexible to the changing business needs B.S/M.S Degree in Science, Computer Science, Industrial Engineering or any other engineering discipline with extensive programming exposure", "stars": 0.0, "medallionProgram": null, "location_flexibility": null, "work_location_option": null, "canonicalPositionUrl": "https://careers.micron.com/careers/job/19418264", "isPrivate": false}, {"id": 18968217, "name": "Intern - Data Scientist", "location": "Singapore, Singapore", "locations": ["Singapore, Singapore"], "hot": 0, "department": "Smart MFG/AI", "business_unit": "Smart MFG/AI", "t_update": 1699519953, "t_create": 1699315200, "ats_job_id": "JR43370", "display_job_id": "JR43370", "type": "ATS", "id_locale": "JR43370-en", "job_description": "Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. JR43370 Intern - Data Scientist Department: Smart Manufacturing and Artificial Intelligence Project Title: Smart manufacturing and AI-enabled quality management systems Description: The project aims to enable and improve smart manufacturing enabled quality management systems, including but not limited to, fault detection integrated systems, machine mismatch management, deviation management systems, and statistical process integrated engineering systems. These applications strive to provide process and equipment team with state-of-the-art data science concept to actively mitigate risks in the manufacturing process. The successful applications will also have the opportunity to be offered for full time employment upon graduation. Scope: In this project, the student will Be involved in stakeholder interaction and problem context understanding. Learn and apply integration of data science concepts and solution architecture design with engineering understanding of Assembly and Test operations to catch anomalous points and/or machines. Learn and deliver end-to-end solutions in this project including methodology, solution architecture, and UI. Learn the various services of Google Cloud Platform and contribute to implementing the architecture. Deliverable: Contribute to the end-to-end deployment of Quality Management Systems applications in Assembly and Test and improve current solutions to have better performance Impact of Project: the project is essential in supporting production floor, detecting issues inline which would otherwise be missed in the basic process control systems, managing deviations that come from every process control system, and assisting process and equipment engineers in making judgements on the deviations Skillset Required: Python, statistical knowledge, machine learning, deep learning, web development (Angular) Course of interests: Computer Science, Data Science, Computer Engineering Duration Period: min 5 months About Micron Technology, Inc. We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron\u00ae and Crucial\u00ae brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities \u2014 from the data center to the intelligent edge and across the client and mobile user experience. To learn more, please visit micron.com/careers All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards. Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.", "stars": 0.0, "medallionProgram": null, "location_flexibility": null, "work_location_option": null, "canonicalPositionUrl": "https://careers.micron.com/careers/job/18968217", "isPrivate": false}, {"id": 18968060, "name": "Intern - Data Scientist", "location": "Singapore, Singapore", "locations": ["Singapore, Singapore"], "hot": 0, "department": "Smart MFG/AI", "business_unit": "Smart MFG/AI", "t_update": 1699519989, "t_create": 1699315200, "ats_job_id": "JR43372", "display_job_id": "JR43372", "type": "ATS", "id_locale": "JR43372-en", "job_description": "Department: Smart Manufacturing & Artificial Intelligence Project Title: AI Enabled Advanced Quality Control - Composite Metrology Description: To design and build a model that can predict process response based on the input parameters. 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Opportunities to be offered for Full Time Employment: Yes Scope: To co-work with I4.0 and Data Scientist and design and build the model that can predict the process response accurately, the inference result can be used to interdict process if deviation response is observed Skillset Required: Python coding, model training, statistics analysis, machine learning, deep learning, and UI experience Angular(Optional) Course of interests: Computer Science, Data Science, Computer Engineering Duration Period: min 3 months", "stars": 0.0, "medallionProgram": null, "location_flexibility": null, "work_location_option": null, "canonicalPositionUrl": "https://careers.micron.com/careers/job/18968060", "isPrivate": false}, {"id": 18960731, "name": "SMAI Global OI Data Scientist Intern", "location": "Singapore, Singapore", "locations": ["Singapore, Singapore"], "hot": 0, "department": "Smart MFG/AI", "business_unit": "Smart MFG/AI", "t_update": 1699337559, "t_create": 1699228800, "ats_job_id": "JR43040", "display_job_id": "JR43040", "type": "ATS", "id_locale": "JR43040-en", "job_description": "Strong desire to grow a career as a Data Scientist in highly automated industrial manufacturing doing analysis and machine learning on terabytes and petabytes of diverse datasets. 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Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. JR41443 Intern - Data Science Project Title: eCAP Root Cause Analyzer Description: This project strives to identify and understand the root causes behind anomalies in engineering charts and provide recommendations to various stakeholders in appropriate containment actions to mitigate risks in the manufacturing process. There will be opportunities in integrating data science concepts and solution architecture design with engineering understanding of fab operations, and the developers will learn and deliver the end-to-end solution in this project (UI, solution architecture and methodology). Scope: In this project, student will Be involved in stakeholder interactions and problem context understanding Learn and apply appropriate data science methodology in improving the catch rate of anomalous points Learn the various services of Google Cloud Platform and contribute in implementing the architecture Be involved in frontend work for users' visualization Deliverable: Contribute in the end-to-end development of eCAP Root Cause Analyzer project in GCP and improve current solution in identifying anomalous data points. Skills Required: Python, statistical knowledge, natural language processing, Google Cloud Platform Course of interests: Computer Science, Data Science, Computer Engineering Duration Period: Min 6 months Location: 1, North Coast Drive, Singapore 757432 About Micron Technology, Inc. We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron\u00ae and Crucial\u00ae brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities \u2014 from the data center to the intelligent edge and across the client and mobile user experience. To learn more, please visit micron.com/careers All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards. 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The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. JR38413 Intern - MFG WET Description: In Smart Manufacturing, Micron uses innovative tools and software to improve the way we work with a focus on automation and smart reports to replace conventional methods. The relentless drive to improve productivity enables Micron to achieve market leadership in the industry today. Job Scope: The Intern will be introduced to a continuous condition monitoring solution for AC servomotors, that can detect, and alert anomalies based on measuring the current drawn by the motors. The current drawn by the motors will be recorded in ThingWorx dashboard for engineering study. Deliverables: Sensor installation on the tools, data collection and develop a model to monitor the health of the servo motor to establish predictive detection to improve product quality, output, and cost. About Micron Technology, Inc. We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron\u00ae and Crucial\u00ae brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities \u2014 from the data center to the intelligent edge and across the client and mobile user experience. 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The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. JR41347 Global Operations Finance Internship As a Global Operations Finance intern at Micron, you will be supporting the overall consolidation of Global Operations and Smart Manufacturing and AI group. Responsibilities and tasks include, but not limited to: 1) Budgeting Process Support the Budget process and budget the necessary resources for Smart Manufacturing and AI (headcount and spends) Assist with consolidation of all Global Operation groups for review with Executive Vice President of Global Operations 2) Month End Close Process Review of organizational financial performance on a monthly cadence and direct management to cost opportunities and efficiencies 3) Teamwork and Communication Provide backup and assist others with workload when necessary Establish and maintain cooperative and productive work relationships with other Finance teams and operations For all the above, you will be working closely with the Area Analyst to accomplish the tasks About Micron Technology, Inc. We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron\u00ae and Crucial\u00ae brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities \u2014 from the data center to the intelligent edge and across the client and mobile user experience. To learn more, please visit micron.com/careers All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards. 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