Sr. Data Scientist (AI Lab)

1 Month ago • 4 Years + • Data Analysis

Job Summary

Job Description

AILAB is seeking a Data Scientist with an engineering spirit to monitor AI development and applications. The role involves exploring opportunities to apply cutting-edge algorithms in cybersecurity, aligning with the company's strategy to bring value to customers. The responsibilities include training large-scale deep learning models, managing experiments, and collaborating across teams. Candidates should possess strong analytical and problem-solving skills, along with a deep understanding of algorithms, data structures, and machine learning principles.
Must have:
  • 4+ years of experience in data relevant domain.
  • Ability to train large scale deep learning models.
  • Solid computer science knowledge and data modeling skills.
  • Strong analytical and problem-solving abilities.
  • MLOPS experience and cross-team collaboration skills.
Good to have:
  • Publications in AAAI, NIPS, ICML, ICLR, or KDD.
  • Experience with large volume data processing using Apache Spark, EMR, etc.

Job Details

Join Trend ‧ Join New Generation

趨勢科技 - 全球雲端資安領航者 / 全亞洲最大軟體公司 / 企業版圖橫跨五大洲 / 趨勢全球研發基地在台灣 
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AILAB is responsible to monitor the latest trending of AI development and application, we are looking for Data Scientist with engineer spirit. We will explore the opportunities how to apply practical or latest state-of-the-art algorithms in cybersecurity domain. Not only align to our company’s strategy and bring value to customers.


Qualification/Requirement


Essential

  • Minimum 4 years of industry experience in data relevant domain.
  • Ability to train large scale deep learning model, and manage large number of experiment.
  • Solid computer science knowledge, understanding of the general algorithm, data structures, data modeling, and system programming, broad knowledge of statistics, data mining, machine learning, artificial intelligence algorithms.
  • Outstanding analytical/problem-solving skills and ability to design experiments.
  • Experiences on MLOPS and cross team collaboration

Nice-to-have

  • Have papers published in one of the following 5 conferences, ex: AAAI, NIPS, ICML, ICLR, KDD
  • Large volume data processing experiences, ex: Apache Spark, EMR, airflow, etc.

#LI-YJ1

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連結智慧 守護世界 --- Connected Intelligence for Securing a Connected World

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About The Company

For over 30 years, Trend Micro's unwavering vision has been to make the world safe for exchanging digital information. Security is our entire focus, and it shows. This single-minded passion has inspired our innovations that keep up with the bad guys despite a changing IT landscape, riskier user behavior, and constantly evolving threats.We embrace change, empower people, and encourage innovation in a connected world. Our diversity and multicultural workforce are key contributing factors to our success across the globe. At Trend Micro, we're always looking for top talent and you will work with the best. With us, you have the opportunity to thrive in an industry that is dominating the news worldwide.

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