Data Scientist

1 week ago


Singapur, Singapore 1100 Micron SemiAsiaOP Pte Ltd Full time

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. As a Data Scientist at Micron, you will employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data from which predictive models, actionable insights, and solutions can be developed. You will interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects and improvement of existing tools. In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and novel solution development activities. In this role you will have the following responsibilities: 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. Experience in these areas: statistical modeling, computer vision, deep learning, machine learning, LLM, generative AI, feature extraction and analysis, supervised/unsupervised/semi-supervised learning. Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques. Coordinate production deployment activities, including multi-functional communications, approval and execution of changes in live environments. Strong verbal and written communication skills. Required Qualifications: Proficiency in machine learning and advanced analytical methods Strong programming skills in Python Experience with deep learning frameworks such as PyTorch, TensorFlow, or similar Exposure to the semiconductor industry is a plus but not a requirement. Ideally with a Master or PhD degree in Computer Science, Mathematics, Statistics, Software Engineering or other quantitative field with more than 1 year of relevant work experience. Preferred Experience or Willingness to Learn: Exposure to cloud platforms such as Google Cloud Platform (GCP) Distributed computing frameworks: PySpark, SparkR, or SparklyR Big data technologies: Hadoop, Hive, Spark, HBase Exposure to computer vision or Large Language Models (LLMs)-related projects Nice-to-Have Skills Experience handling time-series data, semi-supervised learning, or non-stationary data distributions Familiarity with Manufacturing Execution Systems (MES) Contributions to top-tier conferences such as CVPR, NeurIPS, ICML, or KDD (Note: This is not a research-focused role) 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 and Crucial brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.To learn more, please visit micron.com/careersAll 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 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. AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification. Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc. #J-18808-Ljbffr


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