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Date: Apr 15, 2018

Location: Singapore, 01, SG

Company: Micron

 

Req. ID: 117681 

Job Description

As a Big Data/Data Science Engineer, your main responsibility will be working with enormous data and conduct analytics on complex datasets to assist the factory to better understand manufacturing operation and provide solution to pressing manufacturing process issues to drive down manufacturing cost and cycle time and improve product yield and quality. You will identify, collect and manipulate new semi structured or unstructured datasets from disparate sources to make them available in Big Data Platform for user query and analysis, and provide data visualization to create new insights to business needs. You will also build and implement frontier’s predictive analytics model, strategy and operation to identify untapped opportunities and expose hidden risks buried inside vast amounts of data.

 

Responsibilities and Tasks

- Work with large volume of data on the Big Data platform, perform data analysis and mining to generate solutions to cycle time/cost/yield/quality problems.

- Develop ETL jobs for large volume of data that is fast and reliable in Big Data platform.

- Develop Big Data analytic solution to analyze and link multiple data sources in Big Data platform.

- Create new visualization software that leverage machine learning and predictive analytic to bring new insights and solution to the business.

- Build forecasting and optimization models using advanced procedures like statistical modeling.

 

Education

Bachelors or Masters Degree in Electrical, Electronics, Microelectronics Engineering, Semiconductor, IC Design or Computer Science or equivalent experience.

 

Qualifications

- Good experience with Hadoop Ecosystem and Components specific to Big Data: Apache Pig/ Hive/ Spark/ HBASE/ MapReduce/ Sqoop and etc.

- Good knowledge of Machine Learning Algorithms.

- Fluent with SQL and R or any other statistical analysis tool.

- Strong interpersonal skills with the ability to work effectively with a variety of people.

- Proven ability to work with minimal supervision, multi-task, prioritize and manage projects.

- Excellent organizational skills with a strong attention to detail.

- Excellent code writing abilities in Java or Python programming language.

- Good foundation in statistics, modeling, analytics and math.

- Demonstrated ability to be dynamic and proactive.

- Experience in Semiconductor Industry is an added advantage.

 

*) Candidate can be considered for a managerial position if relevant capabilities are demonstrated.

 


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 || Central Singapore (SG-01) || Singapore (SG) || Backend Manufacturing || Experienced || Regular || Engineering || #LI-MH1 ||
 


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