成立時間:1988 年
成立地點:美國加州,總部位於日本東京
產業類別:電腦防毒及網路用安全軟體

Description

Trend Micro is a global leader company in cybersecurity solutions. We’re one of the cloud backend teams that are responsible for creating a data lake platform to enable data analysis among variable data sources in Consumer CBU. The vision of the group is to provide a robust platform for data-driven decision making and machine learning/AI model delivering. To achieve the goal, we leverage data streaming techniques to build data pipelines that are scalable, repeatable, and secured. Also, we have a machine learning platform to develop more advanced applications. As a developer, you will design and develop the data pipelines with high-availability and high data quality. We consider lots of automation to increase productivity and system reliability. Most of the systems are on AWS, but it is not necessary to be, so you need to be familiar with AWS services and have the concept of parallel computing to ensure the performance of your design.

Responsibilities

  • Communicate with stakeholders of the data source to know the data type, value range, and update frequency. Besides, learn more details of the data source about system status transition and triggered events.
  • Design highly reliable, scalable, extremely high-volume, fault-tolerant data pipelines that go into the data lake.
  • Familiar with machine-learning techniques to design and operate modeling.
  • Proactively solve problems and define process improvements.

Essential Requirements

  • Master degree in Computer Science or related discipline.
  • 3~5+ years of hands-on development.
  • Python programming.
  • Familiar with AWS data streaming, data computing and machine learning services.
  • Familiar with Hadoop or Apache Spark development.
  • TensorFlow, Keras development.
  • Open source that is related to distributed computing/data streaming technique.
  • Experienced or interested in data requirement analysis.
  • Excellent experience with data structures and algorithms.

技能標籤: hadoop, keras, python, Tensorflow

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  1. Kimo
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    以下內容由 JECHO 顧問群向人選取得面試回饋,或由人選主動提供,請勿任意轉載。

    轉職動機:希望加入具有規模化、成長性的公司。
    擅長 Python、Java 等技術,3 年以上相關工作經驗。

    第一關視訊面試,約 75 分鐘,總共見到 1 位 HR和不同部門的 3 位 RD。
    由人選介紹過去經歷及專案,RD 進行提問,討論到人選的相關技能、在趨勢適合的工作內容。最後介紹不同部門中使用的框架。人選覺得對於兩個部門的工作類型皆感興趣,且技術背景都相符。

    二面由 ERS 主管進行,約 40 分鐘,主管先介紹目前組別的詳細工作內容及希望成長的方向後,才討論人選過去的工作概況與分享。
    最後和 HR 聊聊,約 40 分鐘,聊到公司狀況、文化及面對挑戰的態度等,有討論薪資。
    過程順利,也談得很愉快,充分了解合作模式及公司氛圍、文化。Offer Get!

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