Data Scientist, SMAI

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A leading semiconductor company is seeking a Data Scientist for their Smart Manufacturing team in Singapore. This role focuses on developing AI solutions for scheduling and simulation, enhancing manufacturing capabilities. The ideal candidate will possess a degree in relevant fields, programming skills in C#, Python, and SQL, and experience in optimization and factory scheduling. Join a team pioneering intelligent manufacturing solutions.

Qualifications

• Possess a drive to make a difference and a passion for exploring new frontiers.
• Highly motivated and proactive with a strong work ethic.
• Able to work independently and collaboratively.

Responsibilities

• Design and develop smart manufacturing and AI solutions.
• Develop high-quality data analytics applications.
• Explore new ideas and technologies for breakthrough solutions.
• Identify optimization opportunities across teams.
• Drive global collaboration and benchmarking of solutions.

Skills

Proficient in C#

Proficient in Python

Proficient in SQL

Strong problem-solving skills

Programming experience with Snowflake

Experience with Azure DevOps

Education

Master's/Bachelor's degree in relevant field

Tools

CPLEX

Factory scheduling knowledge

Simulation development experience

Job description

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