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
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.
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