Senior Data Science Engineer

Senior Data Science Engineer

Micron
Singapore Thailand
3-6 years
Not Specified

Job Description


Job Description :
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.
As a Senior Data Science Engineer at Micron Smart manufacturing and Artificial Intelligence organization, you will be working multidisciplinary projects in the different area which leveraging big data in Micron and Suppliers. You will be collaborating with WW Data Science Team to design and build Big Data tools/models/analytics to unlock business value from data in-sights. You are require constantly learning new front tier technology and creatively apply/deliver solutions to Mfg operations to meet BIC goal.
Responsibilities and Tasks
  • Work with an international team of data scientists, data science engineers, machine learning engineers, software engineers, process and equipment engineers, process integration engineers, yield enhancement engineers, R&D, etc. in a collaborative manner to develop new data science solutions that improve quality, improve yield, reduce deviations, improve manufacturing cycle time, reduce cost, extend manufacturing capabilities, etc.
  • Draw from a broad background of data-mining techniques in mathematics, statistics, information technology, machine learning, data engineering, design of experiments (DOE), visualization, etc. to discover insightful patterns in semiconductor manufacturing data
  • Work on projects and develop solutions that would be of high impact to various areas at all manufacturing fabs
  • Strong knowledge in IIoT technology stack ranging from sensors, edge intelligence and gateways to IIoT platform, good experience and exposures in IIoT solution implementation.
  • Work closely with IT and Supplier on data management, taking an idea, access and prepare necessary data, work with data scientists to create machine learning models, develop it to an application with intuitive user interface, integrate with any pre-existing systems, demonstrate successful use cases and wins, etc.
  • Developing new or enhancing prior data acquisition and ETL pipelines from various sources into big data ecosystem.
  • Working with various scientific data such as equipment sensor data and logs, image and various types of signals, manufacturing process data, etc. to extract meaningful information for analytics
  • Creating intuitive user interface for interactive data visualization to explain insights from data
    Qualifications
  • At least 3 years of work experience in data science and IIoT solution implementation
  • Experience in Multiple Software Integration through IOT Platform and good hands-on experience and overview in IIoT end to end implementation
  • Full stack development experience prefers though not a must
  • Degreein Mathematics, Statistics, Machine Learning or related field
  • Strong communication skills with a demonstrable ability to lead multiple teams/projects in parallel, reporting to senior executives
  • Strong analytical and creative problem-solving skills
  • Strategically focused, impact oriented, highly organized and adaptable.
    Requirements :
    B.S/M.S degree in Science, Computer Science, Industrial Engineering or any other engineering discipline with extensive programming exposure
    Good hands on programming experience (eg Java, C++, python, etc)
    Strong communication skills (written, verbal and presentation)
    Willing to travel and enjoy working in diverse environment
    Any exposure to below will be advantageous
    Scala, Python in Hadoop ecosystem (Spark, Hive, HBase, etc.)
    ETL, Database (MS SQL, Oracle, MySQL, Snowflake, etc.)
    Image processing (OpenCV, Python PIL, scikit-image, etc.)
    Web Development (Angular, typescript, css, Node.js, etc)
    Sensor Endpoints, Edge Intelligence & Controllers (PLCs, RPi, Arduino, Odroid, network switches, gateway and etc.)
    About Micron
    As the leader in innovative memory solutions, Micron is helping the world make sense of data by delivering technology that is transforming how the world uses information. Through our global brands — Micron, Crucial and Ballistix — we offer the industry’s broadest portfolio. We are the only company manufacturing today’s major memory and storage technologies: DRAM, NAND, NOR and 3D XPoint™ memory. Our solutions are purpose built to demonstrate the value of data to unlock financial insights, accelerate scientific breakthroughs and enhance communication around the world.
    We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age,

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
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
Keywords: SINGAPORE || Central Singapore (SG-01) || Singapore (SG) || Technology Development || Experienced || Regular || Science/Laboratory || #LI-ST1 ||Tier 4||

About Micron

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