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664: Data Researcher/Analyst

如果你擅長分析數據,總是能從茫茫數據海中,整理出使用者行為模式、挖掘出潛在商機,加入我們,在趨勢有千萬筆巨量資料等著你,你將在團隊中扮演重要角色,有機會參與到SaaS型態的產品資料分析,培養Growth Hacker的能力,釐清不同產品設定的實際成效與高階主管及專案經理討論分析結果的應用方向,參與決策的過程,提高產品發展的競爭優勢。

Job Content

As a Data Researcher/Analyst in Trend Micro, you will be an analytics expert by analyzing data in order to make better business decisions, enabling Trend Micro to provide security services that benefit for our business partners and customers.
In order to discover and innovate worldwide products, Trend Micro develop algorithms and services that utilize social behavior attributes with products. Data Researchers/Analysts are responsible for translating data into meaningful interpretations and valuable recommendations, and develop reports and presentations for cross-functional stakeholders, including product development teams, marketing researchers and technical support groups to harness real world solutions.
  • Study and apply data mining, machine learning, data visualization to provide business insights or resolve the problems of cyber threats.
  • Identify, analyze, and interpret patterns, or relationship in complex data sets and provide ongoing reports.
  • Work closely with management to prioritize business and information needs that lead to actionable insights


  • Data Researcher(Analyst)需要深入市場和使用者,快速掌握市場動態與反應,熟悉產品狀況,與資料使用者直接溝通,釐清需求,依據資料分析結果給予下一步產品設計或行銷的建議,扮演開發團隊的顧問角色。
  • Data Researcher(Analyst)在提供產品設計概念的階段扮演重要角色,分析產品發展方向、評估策略營運方向和專案經理密切討論產品開發概念,進而累積市場行銷相關知識,奠定未來成為產品分析師或專案經理的基礎。

Related Team/Project/Product

  • Core Tech – SPN team (Smart Protection Network)
  • Consumer – WSE (Web Service Engineering) Backend Team
  • Commercial –SaaS Platform Team






英文 -- 聽 /中等、說 /中等、讀 /中等、寫 /中等

Job Skills


  • Bachelor or Master degree in Statistics, Mathematics, Economics, Information Management or Computer Science related discipline.
  • 3+ years of proven experience as a data analyst or relevant positions.
  • 2+ years of practical experience with relational database or NoSQL database. Ex. MySQL, MongoDB.
  • Technical expertise regarding data models, database design development, data mining and segmentation techniques.
  • Strong knowledge of statistics and experience using statistical packages for analyzing large datasets (Excel, SPSS, SAS etc).
  • Strong knowledge of and experience with reporting packages (Business Objects etc), databases (SQL etc), programming (XML, Javascript, or ETL frameworks).
  • Adept at queries, report writing and presenting findings in both English and Chinese.


  • Familiar with channel business of IT industry.
  • Advanced experience of R language is a plus.
  • Excellent experience with data structures and algorithms
  • Knowledge of programming languages e.g. Java, Python, Perl, Node.js. Go.
  • Experience in huge data processing or data mining associated fields e.g. Text Analytics, NLP and Machine Learning algorithms.

Ideal Candidate

  • Dare to try!
  • Strong partnership with customer!
  • Talented storyteller!
  • 喜歡動手去做,僅有真正去做,才知道如何快速調整,快速前進!