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Sr. Data Science Engineer, SMAI

Singapore, 03, SG

Micron’s vision is to transform how the world uses information to enrich life for all.  Join an inclusive team focused on one thing: using our expertise in the relentless pursuit of innovation for customers and partners. The solutions we create 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 spark the very innovation we are pursuing. 

 

Req. ID: 275043 

 

Job Description

As a Data Scientist at Micron Smart Manufacturing and Artificial Intelligence (SMAI) Innovation, you will be working in multidisciplinary projects from different geographical locations to develop Smart Manufacturing solutions for planning and manufacturing operations through Artificial Intelligence and Machine Learning. You will be analyzed the planning and operations data and develop the AI/ML driven smart manufacturing solutions to optimize the planning and manufacturing operations. You will be collaborating with cross functional team worldwide to design and build state-of-the-art planning and operations systems to better position Micron to win. You are required constantly to learn new front tier technology and creatively apply/deliver solutions to global operations to enable Micron to continue to lead in this competitive landscape. 

Primary Responsibility

  • Work with an international team of data science engineers, data engineers, IT engineers, and end users of different functions in a collaborative manner to develop new smart manufacturing solutions for end-to-end planning & operations that improve output, line balance, and adaptability/responsiveness to market change.
  • Draw from a broad background of Big Data techniques in statistics, information technology, artificial intelligence, machine learning, reinforcement learning, data engineering, design of experiments, visualization, etc. to optimize the planning and operations with insightful pattern discovery from tremendous planning and operations data.
  • Work on projects and develop solutions that would be of high impact to various areas at all manufacturing fabs
  • Use advanced AI/ML techniques like deep reinforcement learning to solve the complex problems, such as simulation-based fab scheduler optimization, planning optimization, and operation variability optimization, to improve planning and manufacturing operations.
  • Create the decision support tools based on Digital Twin & AI models
  • Work closely with IT and Supplier on data management, taking an idea, access and prepare necessary data, work with other data science engineers to create AI/ML/RL models, develop it to an application with intuitive user interface, integrate with any pre-existing systems, demonstrate successful use cases and wins, etc.

Requirement

  • Bachelor’s Degree in Industrial Engineering, Data Science, Computer Science/Engineering, or a related field is required. PhD will be an advantage.
  • 2+ years of data science experience in semiconductor industries
  • Strong technical knowledge on statistics, AI, ML, and RL
  • Good knowledge in the modeling and simulation for digital twin and cyber physical system in conjunction with queuing theory and IE techniques
  • Good knowledge in programming languages (e.g. C#/C++, Python, Scala, SQL, etc)
  • Any exposure to below will be advantageous
    • Python/Scala in Hadoop ecosystem (Spark, Hive, HBase, etc.)
    • Database (MS SQL, Oracle, Hadoop, Snowflake, etc.)
    • Data visualization tools or libraries e.g. Tableau, Power BI, Python visualization library, and JavaScript library
    • AI/ML applications in Cloud environments (e.g. GCP, AWS, Azure)
    • AI/ML platforms/tools (e.g. TensorFlow, Ray, TF Agents)
  • Strong problem-solving skills with logical approach
  • Passion and accountability for the environment you will be responsible for
  • The proven ability and willingness to continuously learn and improve skills
  • Effective oral and written communication in English with strong analytical, problem solving, multitasking and project management skills are essential on the job. 
  • Able and willing to travel overseas

 

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions. Through our global brands – Micron® and Crucial® – our broad portfolio of high-performance memory and storage technologies, including DRAM, NAND, 3D XPoint™ memory and NOR, is transforming how the world uses information to enrich life. Backed by more than 40 years of technology leadership, our memory and storage solutions enable disruptive trends, including artificial intelligence, 5G, machine learning and autonomous vehicles, in key market segments like mobile, data center, client, consumer, industrial, graphics, automotive, and networking. Our common stock is traded on the Nasdaq under the MU symbol. To learn more 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.

 

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.

 

For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s Human Resources Department at 1-800-336-8918 or 208-368-4748 and/or by completing our General Contact Form


Keywords:  Singapore || North West (SG-03) || Singapore (SG) || Frontend Manufacturing || Experienced || Regular || Engineering || #LI-ST1 || Tier 4 || 

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