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Jobs in Singapore   »   Jobs in Singapore   »   F&B / Tourism / Hospitality Job   »   MANAGER, SMART MFG & AI, ML ENG
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MANAGER, SMART MFG & AI, ML ENG

Micron Semiconductor Asia Operations Pte. Ltd.

Micron Semiconductor Asia Operations Pte. Ltd. company logo

In this role you will collaborate with Data Scientists, ML Engineers, Data engineers, Solution Architects, and expert users to build and deploy scalable AI/ML/Analytics solutions that drive value and insight from Micron’s manufacturing processes and systems.

Responsibilities include, but not limited to:

  • Lead a team of 4-8 Data/Machine Learning Engineers focused on high volume manufacturing initiatives
  • Provide technical/non-technical guidance and directions to Data/Machine Learning Engineers in fulfilling their role to:Build and maintain data/solution pipelines that feed machine learning models or analytics engine
    Work in a technical team through design, development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics using machine learning, artificial intelligence and traditional analytics methods
    Design and optimize data structures in data management systems (Hadoop, Snowflake, and Cloud platforms) to enable AI/ML/Analytics solutions.
    Build custom software components and analytics applications, including APIs
    Create/Maintain CI/CD pipelines of solutions in cloud and on-premise environments
    Generate high-quality solution documentation for global network fan-out and ops transition purposes
  • Ensuring standardization of best practice and implementation frameworks across solutions from various strategy pillars and initiatives
  • Work with OPS team through operational issues, escalations and resolve business partner issues in a timely manner with strong collaboration and care for business priorities.
  • Collaborate with business partners and other teams to ensure data solutions are available, recover from failures and operate healthy
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