APTD Senior Data Scientist

Posted 2 Hours Ago
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Singapore, SGP
In-Office
Senior level
Artificial Intelligence • Hardware • Information Technology • Machine Learning
Your talent powers our future.
The Role
Designs and deploys end-to-end data science solutions using large, diverse datasets. Responsibilities include building data pipelines, developing machine learning models, analyzing semiconductor yield and process data, extracting insights with SQL, deploying production AI solutions on GCP, and communicating findings to technical and business stakeholders. The role also involves model monitoring, maintenance, experimentation, and collaboration with product and service teams.
Summary Generated by Built In
Our vision is to transform how the world uses information to enrich life for all.
Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.
Primary Responsibility, 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 improvement.
  • 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.
  • Deploy data science models and lead the end-to-end life cycle, including solution design, development, deployment, model maintenance and monitoring.
  • Identify relevant insights from large data and metadata sources; interpret and communicate insights and findings from analysis and experiments to product, service, and business managers.

Minimum Qualifications
  • Degree or equivalent experience in Computer Science, Statistics, Data Science or related fields. with minimum of 3 years' experience in data science roles.
  • Foundation in statistical modeling, advanced analytics, and modern machine learning techniques.
  • Experience in semiconductor yield analysis & process optimization (e.g analyzing FDC or SPC or Probe data)
  • Experience in High Bandwidth Memory (HBM) process.
  • Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques.
  • Experience in deploying end-to-end production grade AI solution in cloud platforms such as Google Cloud Platform (GCP)
  • Strong proficiency in Python, with minimum of 3 years hands-on experience in SQL.
  • Excellent communication and presentation skills, able to effectively convey complex data insights to non-technical audiences.
  • Excellent problem-solving skills.
  • Able to work independently and collaborate effectively with diverse teams.
  • Proven ability to work independently, manage multiple priorities, and deliver high-quality results in fast-paced, dynamic environments.

Preferred Qualifications
  • Proficiency with web development such as Angular, FastAPI, Docker.
  • Experience working with and applying generative AI and large language models (LLMs).

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 [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.

Skills Required

  • Degree or equivalent experience in Computer Science, Statistics, Data Science, or a related field
  • At least 3 years of experience in data science roles
  • Foundation in statistical modeling, advanced analytics, and modern machine learning techniques
  • Experience in semiconductor yield analysis and process optimization, including FDC, SPC, or Probe data
  • Experience working with High Bandwidth Memory (HBM) processes
  • Ability to extract data from databases using SQL and other query languages
  • Experience with data cleansing, outlier identification, and missing-data techniques
  • Experience deploying end-to-end production-grade AI solutions on cloud platforms such as Google Cloud Platform
  • Strong proficiency in Python
  • At least 3 years of hands-on SQL experience
  • Excellent communication and presentation skills for conveying complex insights to nontechnical audiences
  • Excellent problem-solving skills
  • Ability to work independently and collaborate with diverse teams
  • Ability to manage multiple priorities and deliver high-quality results in fast-paced environments
  • Proficiency with web development technologies such as Angular, FastAPI, and Docker
  • Experience applying generative AI and large language models
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The Company
HQ: Boise, ID
45,000 Employees
Year Founded: 1978

What We Do

We are a world leader in innovative memory solutions that transform how the world uses information to enrich life for all. For over 45 years, our company has been instrumental to the world’s most significant technology advancements, delivering optimal memory and storage systems for a broad range of applications.

Why Work With Us

Global opportunities, team member development, and career advancement—Micron invests in you and celebrates your skills, a growth mindset, and the tenacity to strive. At Micron, everyone innovates.

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Micron Technology Offices

Hybrid Workspace

Employees engage in a combination of remote and on-site work.

Micron recognizes the importance of maintaining a healthy work-life balance to foster a culture of collaboration, innovation and meet the needs of the business. In alignment with these values, we offer four flexible work arrangement options

Typical time on-site: Flexible
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