SMAI Senior Data Scientist

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Região Norte; Presencial; BRL 150 000 - 250 000; Tempo integral

Resumo da oferta

Micron is seeking a Data Science Engineer to uncover patterns in data and develop predictive models that support product and service improvements. You will collaborate with Data Scientists, Data Engineers, and UX teams to cleanse, integrate, and evaluate large datasets from diverse sources.

The role emphasizes AI-enabled tools and continuous optimization across global manufacturing sites. The ideal candidate will have strong programming and modeling capabilities, experience in semiconductor

Qualificações

• Bachelor's degree in CS, Data Science, Industrial Engineering, OR equivalent.
• Experience in semiconductor industry, especially digital twin.
• Experience in semiconductor or manufacturing ops simulation using discrete event simulation.
• Experience in optimization modeling or OR using MILP/LP.
• Knowledge of cloud solutions, API, Git, ETL.
• 3+ years in Java, Python, SQL, HTML, C/C++, CSS with fast learning.
• Strong problem solving and clear communication.

Responsabilidades

• Design, develop, and program methods to consolidate and analyze big data.
• Interact with product/service teams to identify questions for data analysis.
• Develop software programs, algorithms to cleanse, integrate, evaluate large datasets.
• Identify meaningful insights from large data sources.
• Interpret and communicate insights to product/service/business managers.
• Explore and apply new frontier ideas and technology.
• Work with management and global sites to identify optimization opportunities.
• Drive global collaboration and benchmarking of optimization and simulation in planning & operations.
• Integrates AI-assisted tools into daily work and shares AI-enabled enhancements.

Conhecimentos

Strong programming

Modeling capabilities

Semiconductor operations experience

Discrete event simulation

Optimization/Operations Research

Cloud solutions / API / Git / ETL

Java, Python, SQL, HTML, C/C++, CSS

Communication skills

Problem solving

Formação académica

Bachelor's degree in Computer Science or related field

Ferramentas

Git

APIs

ETL

Cloud platforms

Descrição da oferta de emprego

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 include, but not limited to:

• 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

AI Responsibilities:

• Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements.

• Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within one’s scope of work.
  

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 sing mix 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 programing languages

• Strong problem solving skills with structured & logic approaches, clear & effective communication skills

AI Requirements:

• Ability to apply baseline digital fluency and role‑appropriate AI literacy to use AI‑enabled tools responsibly and effectively for research, analysis, content creation, problem‑solving, operational tasks, and achieving business outcomes