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Jobs in Singapore   »   Jobs in Singapore   »   Information Technology Job   »   Senior Data Scientist
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Senior Data Scientist

Micron Semiconductor Asia Operations Pte. Ltd.

Micron Semiconductor Asia Operations Pte. Ltd. company logo

Construct Future-Generation Data Systems

  • 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.
  • Lead or participate in bespoke data integration projects involving internal data systems and/or external subcontracted manufacturing and logistics systems.
  • Work with SMAI/IT architectures/teams to plan and prioritize infrastructure delivery, ensuring processes and deliverables are aligned with the roadmap.
  • Work alongside backend developers to define API specifications (e.g., REST services)

Ensure 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.
  • Work in conjunction with IT to guarantee efficient processes for incident management, problem resolution, and change management.

Design and Implement Data Analytics

  • 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.
  • Ascertain statistical validity and significance, conduct statistical analysis to guide data-driven decisions, and identify anomalies, trends, and shifts.

Create 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.

Qualification:

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.

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