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Fab10 QEM Fault Detection and Classification Engineer (Data Scientist)

Date: Apr 17, 2018

Location: Singapore, 03, SG

Company: Micron

 

Req. ID: 111302 

Description

  • In this position, you are expected to deliver business value from thousands of equipment signals using big data and machine learning/deep learning. Using the equipment signals and other available data, you will be developing fault detection models, predictive models and classification models so that our memory chips are manufactured with high quality, low cost and fast cycle time.

 

Responsibilities

  • Innovate, together with Process Engineers, for development and optimization of process control solutions using big data.
  • Develop end to end analytics solution using big data and deploy successfully in production
  • Seek insight from big data analytics to identify improvement opportunities.
  • Partner with worldwide counterparts to fan out the analytics solutions to other sites.

 

Requirements

  • PhD in Computer Science/Statistics/Mathematics/Machine Learning.
  • In-depth knowledge of machine learning and deep learning algorithms
  • Experience in big data analytics project is desirable
  • At least 2 years’ hands-on experience in R/Python, SQL
  • Good knowledge of the Hadoop eco-system (Hive, HBase, MapReduce, Spark)
  • Good knowledge of the data ingestion technologies in Hadoop (Sqoop, Kafka, Flume etc.)
  • Knowledge of text analytics is desirable
  • Good communication and interpersonal skills.

 

Hiring Manager: Loo Yee Wei

GJS: E3

Location: Fab10, 1 North Coast Drive, Woodlands.


We recruit, hire, train, promote, discipline and provide other conditions of employment without regard to a person's race, color, religion, sex, age, national origin, disability, sexual orientation, gender identity and expression, pregnancy, veteran’s status, or other classifications protected under law.  This includes providing reasonable accommodation for team members' disabilities or religious beliefs and practices.


Each manager, supervisor and team member is responsible for carrying out this policy. The EEO Administrator in Human Resources is responsible for administration of this policy. The administrator will monitor compliance and is available to answer any questions on EEO matters.


To request assistance with the application process, please contact Micron’s Human Resources Department at 1-800-336-8918 (or 208-368-4748).


Keywords:  Singapore || North West (SG-03) || Singapore (SG) || Frontend Manufacturing || Entry || Regular || Engineering || #LI-SING  ||
 


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