SalaryPeak

SR ENGINEER, DATA, SMAI

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.
Singapore 4+ years Posted 1w ago

Salary Range

SGD 78,000 - SGD 132,000 /year

SGD 6,500 - SGD 11,000/month

Skills Required

Hadoop DatabaseETL ToolsData StructuresPipeline DevelopmentIntelligent Automationfast.aiSmart ManufacturingNoSQLDistributed SystemsGCPExperience Design

Job Description

Responsibilities:

  • Build and maintain data/solution pipelines that ingested and match the new requirements, with AI support to accelerate data onboarding and quality checks.

  • Work in a technical team through development, deployment, and application of preparing, and optimizing the developing and growing Micron’s methods and systems for extracting new insight for expanding data streams, driving AI-enabled analytics at scale.

  • Develop, Automate, and Orchestrate an Ecosystem of ETL Processes for Varying Volumes of Data. 

  • Design and optimize data structures in data management systems (Snowflake, and Google Cloud Platform) to enable Smart Manufacturing AI solutions, supporting AI-driven workloads and performance.

  • Determine transformation requirements and develop processes to bring structured and unstructured data from the source to a new physical data model. 

  • Build custom software components and analytics applications, with AI support to enhance intelligence and automation.

  • Create/Maintain CI/CD pipelines of data engineering solutions in the cloud, driving AI-informed testing, monitoring, and release automation.

  • Use AI to complete work more efficiently, empowering AI applications and teams to achieve faster, smarter outcomes.

Qualifications & Skills:

  • Experience developing, delivering, and/or supporting data engineering, advanced analytics or business intelligence solutions. 

  • Ability to work with multiple operating systems (e.g., MS Office, Unix, Linux, etc.) 

  • Experienced in developing ETL/ELT processes using Apache Ni-Fi and Snowflake, GCP Big Query or any Equivalent Data Warehouse. 

  • Significant experience with big data processing and/or developing applications and data sources via Hadoop, Yarn, Hive, Pig, Sqoop, MapReduce, HBASE, Flume, etc. 

  • Understanding of how distributed systems work. 

  • Familiarity with software architecture (data structures, data schemas, etc.) 

  • Strong working knowledge of databases (Oracle, MSSQL, etc.) including SQL and NoSQL. 

  • Strong mathematics background, analytical, problem solving, and organizational skills. 

  • Knowledge in building APIs for application integration

  • Determine transformation requirements and develop processes to bring structured and unstructured data from the source to a new physical Data Model

  • Experience with continuous integration/continuous delivery (CI/CD) tools (Jenkins, Git, Docker, Kubernetes)

  • Outstanding analytical thinking, interpersonal, oral and written communication skills

  • Ability to prioritize and meet critical project timelines in a fast-paced environment

  • Self-motivated and team oriented

Education and Experience:

  • B.S. degree in Computer Science, Software Engineering, Electrical Engineering, Applied Mathematics or related field of study. M.S. degree preferred.  

  • Minimum of 3 years’ experience in any of the following: At least one high-level client, object-oriented language (e.g., C#, C++, JAVA, Python, Perl, etc.) at least one or more web programming language (PHP, MySQL, Python, Perl, JavaScript, ASP, etc.) one or more Data Extraction Tools (SSIS, Informatica/Apache Nifi or equivalent etc.)

  • Software development skills and the desire to work on cutting edge development in a Cloud environment

  • Ability to travel as needed