Micron Semiconductor Asia

BECP Data Science Engineer

Micron Semiconductor Asia Date Posted: 18-Jun-2018

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Job Nature:
Permanent
Position Level:
Entry Level
Qualification:
'N' Levels / 'O' Levels, ITE/ NITEC/ Higher NITEC, 'A' Levels, Diploma, Bachelor's / Honours, Masters / PhD

Job Description

Req. ID: 114521 

As a Backend Central Planning (BECP) Data Science Engineer in the Systems and Process Engineering (SPE) team, 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.

You will work closely with Strategic planning and IE teams to identify and solve highly complex problems in factory performance, loading, equipment performance, decision science and distributed network problems. Your work will directly support Backend strategic initiatives and will help shape and improve business processes.

Design and Develop Data Analytics and Optimization Models (Main role)

  • Work with strategic planning and IE teams to design and develop system wide software solutions applying engineering, mathematical and optimization models to solve complex manufacturing problems. This includes tackling frontier problems and framing or prototyping solutions while possibly partnering with IT teams for final implementation

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.
  • 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

Develop Modern Visualization Solutions 

  • Automate business reporting needs and organize into user friendly dashboards on 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 environments

  • 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

Rquirement 

  • Bachelor or Master Degree in Engineering, Statistics, Computer Science or related field of study           
  • Min 3 years working experience
  • Excellent oral and written communication skills
  • A demonstrated understanding of manufacturing capacity planning/models
  • A demonstrated understanding large scale optimization techniques
  • Knowledge of MIPS libraries such as CPLEX, COIN, or LP Solve
  • Knowledge of Agile development process
  • Experience in collaborating with global team members to drive results
  • Possess the ability to work in several areas of a development life cycle as part of a team or independently
  • Strong ownership and ability to work independently
  • Proficient in at least one of, with experience in multiple of: C#.NET, Graph Db, Angular, ReST, Java, Python, Perl, C/C++, R, Teradata, Tableau.
  • Good knowledge of relational databases MS SQL Server and SQL.
  • Very high attention to detail and accuracy

Working Location: Micron, 1 North Coast Drive, Singapore 757432


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 || Information Systems and Technology || #LI-MH2 ||
 


Job Segment: Database, Manufacturing Engineer, Engineer, Business Intelligence, Data Warehouse, Technology, Engineering

Req. ID: 114521 

As a Backend Central Planning (BECP) Data Science Engineer in the Systems and Process Engineering (SPE) team, 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.

You will work closely with Strategic planning and IE teams to identify and solve highly complex problems in factory performance, loading, equipment performance, decision science and distributed network problems. Your work will directly support Backend strategic initiatives and will help shape and improve business processes.

Design and Develop Data Analytics and Optimization Models (Main role)

  • Work with strategic planning and IE teams to design and develop system wide software solutions applying engineering, mathematical and optimization models to solve complex manufacturing problems. This includes tackling frontier problems and framing or prototyping solutions while possibly partnering with IT teams for final implementation

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.
  • 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

Develop Modern Visualization Solutions 

  • Automate business reporting needs and organize into user friendly dashboards on 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 environments

  • 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

Rquirement 

  • Bachelor or Master Degree in Engineering, Statistics, Computer Science or related field of study           
  • Min 3 years working experience
  • Excellent oral and written communication skills
  • A demonstrated understanding of manufacturing capacity planning/models
  • A demonstrated understanding large scale optimization techniques
  • Knowledge of MIPS libraries such as CPLEX, COIN, or LP Solve
  • Knowledge of Agile development process
  • Experience in collaborating with global team members to drive results
  • Possess the ability to work in several areas of a development life cycle as part of a team or independently
  • Strong ownership and ability to work independently
  • Proficient in at least one of, with experience in multiple of: C#.NET, Graph Db, Angular, ReST, Java, Python, Perl, C/C++, R, Teradata, Tableau.
  • Good knowledge of relational databases MS SQL Server and SQL.
  • Very high attention to detail and accuracy

Working Location: Micron, 1 North Coast Drive, Singapore 757432


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 || Information Systems and Technology || #LI-MH2 ||
 


Job Segment: Database, Manufacturing Engineer, Engineer, Business Intelligence, Data Warehouse, Technology, Engineering

Company Overview

Micron Semiconductor Asia
Micron Semiconductor Asia
Micron Technology is a world leader in memory and semiconductor technology. We offer the industry’s broadest portfolio of silicon-to-semiconductor solutions starting with foundational DRAM, NAND, and NOR Flash memory, and extending to SSDs, modules, MCPs, HMC, and other semiconductor solutions. For more than 38 years, Micron has dedicated itself to collaborating with customers and partners to engineer technology that drives innovation and transforms what’s possible. We continually rethink, recast, and advance new ideas to make it easier for customers to try new things and gain competitive advantages in their markets.