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Fab10 Data Science Engineer

Singapore, 03, SG

 

Req. ID: 185949 

 

Responsibilities:

Align to, Understand, and Prioritize Analytic Goals to Address Business Opportunities and Value
 •  Maintain an intimate understanding of company and department strategy
 •  Understand the business objectives in order to develop or establish success criteria metrics
 •  Translate business problems into one or more data science projects/solutions
  
Lead Efforts to Identify Signals in Data that Address Use Cases
 •  Understand business processes (data sources and meaning)
 •  Manage and optimize data discovery and cleansing
 •  Understand and collect relevant data
 •  Identify new data sources in the network that will create new insights to business needs
 •  Explore relevant data through visualization and statistical methods
  
Collect, Organize, and Prepare Data for Analysis
 •  Work with various volumes of data from multiple disparate sources and perform data analysis and mining to generate solutions to business problems
 •  Ensure processes taken to maintain data integrity
 •  Understand available data and what data is relevant
 •  Collaborate with data architects (IS engineers, BI engineers, DBAs, etc.) to ensure that data needed is available
 •  Develop and automate ETL jobs for various volumes of data
  
Uncover Patterns in Data, Develop Models, and Evaluate Validity of Solutions
 •  Develop expertise in data mining and analytic methods
 •  Determine statistical validity and significance (pick out signals from noise)
 •  Identify and apply appropriate analytical models
 •  Evaluate results using statistical methods and improve the model where appropriate
 •  Develop predictive models
  
Deploy Data Science Models into Business Processes
 •  Present findings and deliver recommendations using effective presentation and data visualization techniques
 •  Collaborate with software engineers to deploy data science solutions into production applications
 •  Ensure that the models are easy to support and maintain
 •  Regularly review deployed models and monitor for continual improvement
 •  Validate that the business value has been met

 

Requirements:

  • Bachelor Degree or equivalent experience in Statistics/Physics/Computer Science/Engineering/Operations Research/Applied Maths
  • Good knowledge in programming and statistics.
  • Excellent code writing abilities.
  • Experience in Data-mining and yield analysis.
  • Experience in developing application and data-source in Hadoop big data platform will be advantageous.

 

About Micron

As the leader in innovative memory solutions, Micron is helping the world make sense of data by delivering technology that is transforming how the world uses information. Through our global brands — Micron, Crucial and Ballistix — we offer the industry’s broadest portfolio. We are the only company manufacturing today’s major memory and storage technologies: DRAM, NAND, NOR and 3D XPoint™ memory. Our solutions are purpose built to demonstrate the value of data to unlock financial insights, accelerate scientific breakthroughs and enhance communication around the world.


We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

 

This position is open to Singapore team members only

 

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.

For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s Human Resources Department at 1-800-336-8918 or 208-368-4748 and/or by completing our General Contact Form


Keywords:  Singapore || North West (SG-03) || Singapore (SG) || Frontend Manufacturing || College || Regular || Engineering || #LI-ST1 || Tier 3 || 

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