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. Gina
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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。

    5 年以上 Sentiment Analysis、NLP and Machine Learning 經驗。
    具多種雲端平台使用經驗。
    擅長 Python、Cloud:AWS、GCP、DevOps model。

    面試總共 1.5 小時,團隊內部全部使用 Python,會用到 ETL,但以分析為主,同時需要跟加拿大團隊合作。
    由主管+同事面談,時間一小時。
    先進行測驗ML 白板題,包括如何分類、演算法、應用,考題蠻深入的;資料串連流、串接不同平台,過程沒有考程式。
    最後由人資總結,聊聊薪資及討論一些背景。

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