Data Scientist, SMAI

2 days ago

Singapore MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. Full time
Roles & Responsibilities

As a SMAI (Smart Manufacturing AI) Global OI (Operations Intelligence) – Scheduling and Simulation, Data Scientist, at Micron Technology, Inc., you will be part of Micron's Smart Manufacturing Team comprised of world class talent to innovate End-To-End Digital Twin solutions through scheduling systems, simulation solutions and data analytics insights to guide and make Fab critical decisions.

You will be located in Singapore. You will be partnering with different departments and the global network of manufacturing sites to enable breakthrough solutions in the business. If you possess a growth mindset and are passionate about providing intelligent and autonomous manufacturing solutions, join us as we evolve the way Micron does our business

Responsibilities

  • Design and develop smart manufacturing and AI solutions in advanced factory scheduling, optimization and simulation that enable the achievement of industry leading manufacturing capability.
  • Develop high quality data analytics and applications that provide insights and drive actions to enable management and manufacturing teams to make informed decisions.
  • Explore new frontier ideas, concepts and technology and apply it to Micron to enable breakthrough solutions.
  • Work with management, different departments, and global manufacturing sites to identify optimization opportunities and deliver solutions to continuously improve production metrics.
  • Drive global collaboration, alignment, and benchmarking of scheduling and simulation solutions.

Requirements

  • Possess a drive to make a difference and a passion for exploring new frontiers.
  • Be highly motivated, proactive, with a strong work ethic, able to work independently and collaborate effectively with people from different culture backgrounds.
  • Strong problem-solving skills with logical approach.
  • Masters/Bachelor's degree in Industrial Engineering, Operations Research, Computer Science, Computer Engineering, Data Science, other technical disciplines, or equivalent professional work experience.
  • Programming language: proficient in C#, Python, SQL; experience with Snowflake, Visual studio, Azure DevOps.
  • Knowledge and experience in optimization and CPLEX strongly preferred.
  • Knowledge and experience in reinforcement learning preferred.
  • Direct experience with factory scheduling, simulation, and application development preferred.
  • Able and willing to travel overseas
Tell employers what skills you have

Product Innovation
Factory
Azure
NLTK
FMCG
Application Development
Industrial Engineering
Operations Research
Python
Data Science
C#
Benchmarking
Data Analytics
Django
Able To Work Independently
Visual Studio

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