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IT軟體工程師(Data Engineer)
面試心得
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企業名
GARMIN 台灣國際航電股份有限公司
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工作地點
新北市汐止區
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薪資
月薪28000~60000元
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工作內容
【部門說明】
The Data Engineer will be responsible for designing, developing, and maintaining robust data infrastructure and pipelines. This includes implementing data warehouses, building ETL processes, ensuring data quality, collaborating with cross-functional teams, and investigating new data engineering technologies. The ideal candidate will have strong technical skills and experience with relevant tools like Hadoop, Spark, SQL, Airflow, and Linux.
【工作範圍】
1. Design and build scalable data processing systems using Hadoop, Spark, Kafka etc.
2. Develop and maintain ETL pipelines for extracting, transforming and loading data from sources into data warehouses or lakes.
3. Build and maintain on-premises data warehouses and data lakes.
4. Implement data modeling techniques to optimize storage and retrieval.
5. Work closely with data scientists and analysts to understand requirements.
6. Identify and troubleshoot issues within data pipelines.
7. Evaluate and recommend new data engineering technologies including AI/ML pipelines.
【工作技能】
1. Experience with distributed systems like Hadoop, Spark, Kafka is preferred.
2. Proficiency in SQL and experience with RDBMS like Oracle, MSSQL and MySQL etc.
3. Knowledge of workflow schedulers like Airflow, Prefect, DAGster etc.
4. Knowledge of Python, Scala or similar programming languages.
5. Experience with Docker, Kubernetes, and containerization tools.
6. Understanding of data modeling and warehousing principles.
7. Working knowledge of Linux administration and scripting.
8. Ability to develop REST APIs and web services.
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