As a Senior Data Scientist, you will analyze manufacturing data, develop predictive models, and implement AI solutions to enhance operational performance and decisions while collaborating with various teams.
Our vision is to transform how the world uses information to enrich life for all .
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
As a Senior Data Scientist 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:
Key Responsibilities
Required Qualifications
Preferred Qualifications
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all . With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities - from the data center to the intelligent edge and across the client and mobile user experience.
To learn more, please visit micron.com/careers
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 at [email protected] .
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.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
As a Senior Data Scientist 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:
Key Responsibilities
- Develop systems to optimize operational performance across manufacturing platforms. Design, build, and deploy predictive models related to equipment utilization and performance enhancement.
- Analyze manufacturing data to identify bottlenecks and optimization opportunities for both short-term and long-term planning.
- Build and deploy LLM-based AI solutions to support fab operations, enabling smarter decision-making and improved operational efficiency.
- Collaborate closely with PMs, IT, and Core AI teams to drive cross-functional AI initiatives.
- Build interactive dashboards and visualizations to support data-driven decision-making.
- Work within the GCP environment for model training, deployment, and maintenance.
- Explore and implement MLOps, AutoML, and other advanced techniques to enhance model performance and reliability.
Required Qualifications
- Master's degree or above in Computer Science, Statistics, Engineering, or related fields
- 3+ years of experience in data science
- Proficient in Python, SQL, TensorFlow or other deep learning frameworks
- Skilled in data visualization tools
- Strong communication skills and experience in cross-functional collaboration
Preferred Qualifications
- With a proven track record in the semiconductor industry
- Familiarity with MLOps, CI/CD, and model deployment/monitoring practices
- Experience with AutoML, reinforcement learning, or generative AI applications
- Knowledge of MES, SPC, EDA systems integration in manufacturing environments
- Participation in large-scale AI projects or platform development
- Proficiency in Angular for front-end development
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all . With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities - from the data center to the intelligent edge and across the client and mobile user experience.
To learn more, please visit micron.com/careers
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 at [email protected] .
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.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
Top Skills
Angular
GCP
Python
SQL
TensorFlow
Micron Technology Singapore, Singapore, SGP Office
1 Woodlands Ind Park D St 1, Singapore, Singapore, 738799
Micron Technology Singapore, Singapore, SGP Office
1 N Coast Dr, Singapore , Singapore, Singapore, 757432
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