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Data Scientist

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1 Vacancy
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Job Location drjobs

Singapore - Singapore

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

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.

As a 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 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 novel solution development activities.

In this role you will have the following responsibilities:

  • Strong desire to grow a career as a Data Scientist in highly automated industrial manufacturing doing analysis and machine learning on terabytes and petabytes of diverse datasets.
  • Experience in these areas: statistical modeling computer vision deep learning machine learning LLM generative AI feature extraction and analysis supervised/unsupervised/semi-supervised learning.
  • Ability to extract data from different databases via SQL and other query languages and applying data cleansing outlier identification and missing data techniques.
  • Coordinate production deployment activities including multi-functional communications approval and execution of changes in live environments.
  • Strong verbal and written communication skills.

Required Qualifications:

  • Proficiency in machine learning and advanced analytical methods
  • Strong programming skills in Python
  • Experience with deep learning frameworks such as PyTorch TensorFlow or similar
  • Familiarity with front-end and visualization tools like JavaScript AngularJS 2.0 Tableau Python Dash or Streamlit.
  • Exposure to the semiconductor industry is a plus but not a requirement.
  • Ideally with a Master or PhD degree in Computer Science Mathematics Statistics Software Engineering or other quantitative field with more than 1 year of relevant work experience.

Preferred Experience or Willingness to Learn:

  • Exposure to cloud platforms such as Google Cloud Platform (GCP)
  • Distributed computing frameworks: PySpark SparkR or SparklyR
  • Big data technologies: Hadoop Hive Spark HBase
  • Exposure to computer vision or Large Language Models (LLMs)-related projects

Nice-to-Have Skills

  • Experience handling time-series data semi-supervised learning or non-stationary data distributions
  • Familiarity with Manufacturing Execution Systems (MES)
  • Contributions to top-tier conferences such as CVPR NeurIPS ICML or KDD (Note: This is not a research-focused role)

About Micron Technology Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich lifefor 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 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 accommodationsplease contact

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 candidates 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.

Employment Type

Full-Time

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