Data Scientist, Global Operations Intelligence, SMAI Singapore, Singapore Posted 12 hours ago

## Data Scientist, Global Operations Intelligence, SMAISingapore, Singapore**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 new solution development activities.**Responsibilities include, but not limited to:*** 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 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 applying 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 plus, but this is not a research position**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/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\ 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.Strong communities and education are vital to the success of both society and innovative companies. Every Micron site understands the complex needs of their local community. Whether it’s through strategic giving, sponsorships or deploying team member volunteers, we are making a difference. Micron is committed to sustainable practices and supporting our global community. We are building and maintaining sustainable operations, products, and communities while focusing on opportunities and risks that are most important to our business success and stakeholders.Years of experience* Less than 2 years* 2 - 4 years* 4 - 8 years* 8+ yearsTop skillsAnomaly DetectionAlgorithmsArtificial IntelligenceC++Electronics EngineeringAnalytics1. Data Scientist2. Senior Data Scientist3. Software Engineer4. Machine Learning Engineer5. Senior EngineerBefore submitting your CV, please review our . Micron recruiters use review tools to identify your unique skill set based on the information in your CV, and to assess how closely that skill set matches the defined skill set for open positions. While submitting your CV through this portal is not obligatory, we encourage you to do so. If you click “Submit my CV” below: 1. Our recruiting platform will use artificial intelligence to inform the recruiter of skills you may have that are not listed on your CV, based on your career history and work experience. 2. Our platform may also supplement the information provided in your CV with information obtained from publicly accessible professional-oriented sources, such as your public LinkedIn profile. 3. Our platform may highlight your application for the recruiter based on its content, the platform’s analysis described above, and Micron’s configuration of the skill and qualification matching software. 4. Our platform may recommend additional roles at Micron for you to consider. 5. These unique features help us ensure that we don’t miss what you have to offer. They also support our efforts to eliminate bias in the hiring process. 6. If your application is unsuccessful, we’ll keep your application after the close of the search so that we can match you with roles in the future and contact you about them. You can request deletion of your application at any time. **For applicants and job searchers in the European Union, Iceland, Norway, Liechtenstein, the United Kingdom or Switzerland**, if you do not want to benefit from the skill and qualification matching features described above, then you should not upload your CV through this platform. Instead, email your CV to TA\ along with the Req Id number listed in the job description. Your CV will be forwarded to the appropriate recruiter for review.
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