Data Scientist and Engineer

3 weeks ago


Singapore Micron Full time
About Micron

Our vision is to transform how the world uses information to enrich life for all.

Career at Micron

We are passionate about using our expertise in innovation to benefit customers and partners. Our solutions make it possible to create virtual reality experiences and breakthroughs in neural networks.

Data Science Engineer Role

You will employ techniques from mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data.

This role requires you to interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects.

In this position, you will help develop software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets.

Designs, develops, and programs methods, processes, and systems to consolidate and analyze unstructured, diverse "big data" sources to generate actionable insights and solutions for client services and continuous improvement.

You will interact with stakeholders to identify questions and issues for data analysis and experiments.

You will also develop and code software programs, algorithms, and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources.

The primary responsibility of this role is to design, develop, and program methods, processes, and systems to consolidate and analyze unstructured, diverse "big data" sources.

Requirements
  • Masters degree in Computer Science, Computer Engineering, Statistics, Electronics Engineering, or other quantitative fields.
  • Strong desire to grow a career as a Data Science Engineer in highly automated industrial manufacturing doing analysis and machine learning on terabytes and petabytes of diverse datasets.
  • Experience in statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning.
  • Hands-on experience with Scikit-Learn, SciPy, Keras, Pytorch, TensorFlow etc.
  • Ability to extract data from different data sources and applying data cleansing, outlier identification, and missing data techniques.
  • Familiar with SQL and NoSQL queries.
  • Fluency in Python.
  • Experience in data visualization using packages such as Tableau, Python echarts/highcharts/matplotlib, etc.
  • Strong verbal and written communication skills.
Estimated Salary: $120,000 - $180,000 per yearExposure to the semiconductor industry is a plus but not a requirement.

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