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SR DATA SCIENCE ENGINEER

Singapore, 01, SG

 

Req. ID: 246121 

 

Job Description

As a Sr Data Science Engineer in Micron’s Assembly & Test Operations, you will develop data solutions to empower our organization to make data-driven decisions. You will work across our global manufacturing sites to discover new opportunities to optimize our network and improve efficiencies by defining data architecture, designing and building data analytical systems that provide actionable and impactful insights. Your work will directly support Assembly & Test strategic initiatives and will help shape and improve business processes.

 

Responsibilities and Tasks

Build Next Generation Data Systems

  • Work with cross functional teams to define and drive data infrastructure roadmap and architecture
  • Design, architect, and develop a scalable and supportable data pipeline which includes data warehousing, data integration and ETL processing
  • Document artifacts related to software development, design, test cases, user training, release
  • Lead/Participate in custom data integration projects with internal data systems and/or external sub con manufacturing and logistics systems
  • Collaborate with IT architectures/teams to design and prioritize infrastructure delivery with processes, deliverables aligned to roadmap
  • Enable end-users’ direct access to native and/or transformed data (eg. via ReST services)

Enforce Operational Data Quality

  • Establish software development best practices and tools to support data integrity, cleanup, and validation across all relevant data sources
  • Enable continuous data quality improvements to minimize support requirements
  • Implement central logging and monitoring systems with logic for usage reports and audits
  • Collaborate with IT to ensure effective incident, problem and change management processes

Design and Develop Data Analytics

  • Develop expertise in data mining and analytic methods
  • Solve complex optimization problems using linear and nonlinear optimization techniques
  • Develop and generalize data science solutions in a production data pipeline using statistical and machine learning techniques
  • Determine statistical validity and significance (pick out signals from noise)
  • Apply statistical methods to detect anomalies, trends and shifts

Develop Modern Visualization Solutions

  • Automate business reporting needs and organize into user friendly dashboards in multiple platforms (desktop/web/mobile)
  • Facilitate interactive design sessions with customers
  • Use experimentation methods and design tests to optimize key user experiences

Ensure a Safe, Compliant, and Ethical Work Environment

  • Comply with company safety, labor, and ethics policies
  • Oversee execution of mandatory training for direct reports
  • Encourage a culture of safety and recognize contributions made to supporting a safe work environment
  • Participate in process improvement activities
  • Identify errors before they get to the next step
  • Provide timely feedback when quality, safety, or ethical issues arise
  • Follow and support company-wide and department safety procedures to maintain a clean, safe, and accident-free work environment
  • Promote high integrity processes that will enable immediate sharing of problems, issues and solutions with management team

 

Education

  • Bachelor’s Degree in Engineering, Computer Science, Mathematics, Statistics, Data Science, Business Analytics, or related field of study. Master’s Degree preferred.

 

Desired Qualifications

  • Possess strong analytical, mathematical, problem solving skills
  • Expertise in statistics, machine learning and/or linear/nonlinear optimization techniques
  • Knowledge of ERP systems (SAP), Manufacturing planning and execution systems, Factory Physics and Supply Chain Management
  • Experience working in an Agile/Scrum development process
  • Experience with developing tools for data extraction and integration
  • Experience with the full data spectrum of data engineering projects: source data and databases, data warehousing and storage, ETL, analysis, modeling, and visualization
  • Proficient in one or more: Java, C#, Python, Perl, SQL, Hadoop, R, Machine/Statistical Learning, Tableau, PowerBI, Angular, JQuery, Elastics, ReST, etc
  • Strong knowledge of relational databases
  • Possess passion for data analysis and delivering data solutions to help others make faster data driven decisions
  • Deep understanding of object-oriented programming, data structures, algorithms, design patterns, systems engineering, distributed systems, scalability, databases, code optimization, unit testing, debugging, continuous delivery, and version control
  • Demonstrated teamwork, facilitation and collaboration skills across global cross-functional team
  • Ability to solve problems creatively and effectively
  • Strong verbal and written communication skills
  • Self-motivated, strong ownership and ability to work independently with minimal supervision

 

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 || Central Singapore (SG-01) || Singapore (SG) || Backend Manufacturing || Experienced || Regular || Manufacturing/Production Operations || #LI-KL1 || Tier 4 || 

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