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Senior Data Scientist

2 months ago

Singapore MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. Full time
About the Role

We are seeking a highly skilled Senior Data Scientist to join our team at Micron Semiconductor Asia Operations PTE. LTD. as a key member of our Data Science team. The successful candidate will be responsible for designing and developing data systems, ensuring high-quality operational data, and creating contemporary visualization solutions and web applications.

Key Responsibilities
  • Data System Design and Development
    • Collaborate with diverse teams to establish and guide the roadmap and architecture of data infrastructure.
    • Conceptualize, design, and develop a scalable and maintainable data pipeline encompassing data warehousing, data integration, and ETL processing.
    • Create documentation related to software development, design, test cases, user training, and release.
  • High-Quality Operational Data
    • Set up best practices and tools for software development to uphold data integrity, perform cleanup, and validate across all pertinent data sources.
    • Facilitate ongoing improvements in data quality to minimize support requirements.
    • Establish centralized logging and monitoring systems equipped with logic for generating usage reports and conducting audits.
  • Data Analytics and Visualization
    • Develop comprehensive business analysis that identifies challenges, opportunities, and potential solutions for the business. Project management and planning.
    • Engage with extensive and intricate data sets to address a broad spectrum of business issues using various analytical and statistical methodologies.
    • Resolve intricate optimization challenges utilizing optimization techniques.
    • Create and standardize data science solutions within a production data pipeline.
  • Contemporary Visualization Solutions and Web Applications
    • Develop web application and automate the needs for business reporting.
    • Conduct interactive design sessions with customers.
    • Utilize experimentation methods and design tests to enhance key user experiences.
    Requirements
    • A bachelor's or master's degree in data science, computer science, or information technology.
    • Minimum of 3 to 5 years of professional experience in the following areas:
      • Software application (.NET or Java) and web application development (preferably Angular) and familiarity with JavaScript
      • Business analysis and project management– assess processes, determine requirements, and deliver data-driven solutions to stakeholders
      • Proficiency with business intelligence solutions (Nifi, Tableau, or Microsoft Power Platform)
      • Comprehensive knowledge of relational databases, table and schema design, dimensional data modeling, SQL query and query optimization, and familiarity with database management systems (Microsoft SQL, HANA, or Snowflake)
      • Understanding of the Agile development process
      • Strong foundation in machine learning, statistical analysis, and data modeling.
      • Outstanding problem-solving skills, with the ability to multitask and manage multiple projects concurrently.
      • The ability to work in various areas of a development lifecycle, either as part of a team or independently.
      • Self-driven, with a strong sense of ownership and the ability to work autonomously with minimal supervision.
      • Effective communication skills, capable of presenting complex concepts and findings to both technical and non-technical stakeholders.
      • High attention to detail, with a focus on data accuracy and quality.
      • A team player who has experience working on projects with global stakeholders.
      • Knowledge of the Manufacturing Execution System, SAP enterprise master data, and an understanding of logistics business acumen would be an advantage.
      • Knowledge of capacity modeling, planning, and optimization would be an added advantage.