Data Scientist, Global Operations Intelligence, SMAI at Micron Technology

, , Singapore -

Full Time

Start Date

Immediate

Expiry Date

11 Apr, 26

Salary

0.0

Posted On

11 Jan, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Data Science, Statistical Modeling, Machine Learning, Python, R, SQL, Data Cleansing, Software Development, Feature Extraction, Hadoop, TensorFlow, ETL Processes, Time-Series Data, Manufacturing Execution Systems, Data Analysis, Automation

Industry

Semiconductor Manufacturing

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. 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 are not limited to: Demonstrate a strong desire to build a career as a Data Scientist in highly automated industrial manufacturing, focusing on analysis and machine learning with large, diverse datasets (terabytes to petabytes). Apply expertise in statistical modeling, feature extraction and analysis, and supervised, unsupervised, or semi-supervised learning. Experience in the semiconductor industry is a plus, but not required. Extract data from various databases using SQL and other query languages, and perform data cleansing, outlier detection, and missing data handling. Exhibit strong software development skills. Communicate effectively, both verbally and in writing. Possess experience with, or willingness to learn: Machine learning and advanced analytical methods Python and/or R pySpark, SparkR, or SparklyR Hadoop ecosystem (Hive, Spark, HBase) Teradata or other SQL databases TensorFlow and other statistical software, including scripting for automation SSIS, ETL processes 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 with Manufacturing Execution Systems (MES) is a plus. Having published papers in conferences such as CVPR, NIPS, ICML, KDD, etc. is a plus, though 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_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. 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.

Responsibilities

As a Data Scientist, you will analyze large datasets to develop predictive models and actionable insights. You will collaborate with various teams to improve existing tools and develop new software programs and algorithms.