SMAI Senior Data Scientist

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 80,000 - 110,000; Full time

Job summary

1100 Micron SemiAsiaOP Pte Ltd is seeking a Data Science Engineer in Singapore to leverage mathematical & programming techniques for data analysis and solution development. Your role will involve designing systems to analyze big data, collaborating with various teams, and applying advanced technological concepts.

A Bachelor's degree in a related field and 3+ years of programming experience are required. Strong communication and problem-solving skills are essential for this position, which also emphasizes optimization in manufacturing operations.

Qualifications

• 3+ years of experience in programming languages such as JAVA, Python, SQL, HTML, C/C++, CSS.
• Past experience in semiconductor industry, particularly in operations digital twin.
• Working experience in manufacturing operations simulation modeling.

Responsibilities

• Design and program methods to analyze big data for actionable insights.
• Interact with teams to identify issues for data analysis and experiments.
• Develop algorithms to cleanse and evaluate large datasets.
• Communicate findings to product and service managers.
• Explore new technology for breakthrough solutions at Micron.
• Drive collaboration and benchmarking of optimization solutions in operations.

Skills

Programming in JAVA

Proficiency in Python

SQL expertise

Experience with C/C++

Understanding of Operations Research

Cloud solutions knowledge

Familiarity with API

GIT proficiency

ETL experience

Strong problem-solving skills

Education

Bachelor's degree in Computer Science or Data Science

Job description

As a Data Science Engineer 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

• Design, develop, and program methods, processes, and systems to consolidate and analyze unstructured, diverse “big data” sources to generate actionable insights and solutions for client services and product enhancement.
• Interact with product and service teams to identify questions and issues for data analysis and experiments.
• Develop and code software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.
• Identify meaningful insights from large data and metadata sources.
• Interpret and communicate insights and findings from analysis and experiments to product, service, and business managers.
• Explore and apply new frontier ideas, concepts and technology to enable breakthrough solutions at Micron.
• 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 optimization and simulation solutions in planning & operations.

Minimum Qualifications & Skills Required

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with demonstrated strong programming and modeling capabilities.
• Past experience in semiconductor industry, especially in semiconductor operations digital twin.
• Working experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation.
• Working experience in optimization modeling or Operations Research using simple integer programming, linear programming, etc.
• Knowledge and past experience with cloud solutions, API, GIT, ETL.
• 3+ years of past experience in JAVA, Python, SQL, HTML, C/C++, CSS, and with demonstrated fast learning capacities in programming languages.
• Strong problem solving skills with structured & logical approaches, clear & effective communication skills.

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 [e-mail]

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.