Welhunt has well acknowledged the market background and trend to confront any situation proactively, addressing our imperatives. We have put cost control and efficiency of our businesses on the top agenda through developments of mid to long term company strategy that include substantial investment in differentiating upstream and downstream assets in core and new geographies that allows us to control and utilize our cost efficiency management of commodities that we trade.

這是 JECHO 中高階轉職平台職缺投遞表單,我們將依您的投遞需求處理您的投遞申請。如有其他轉職需求,歡迎您持續使用 JECHO 中高階轉職平台,或連繫 我們的顧問
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  • 與領域專家結合資料將商業問題轉化為可分析的條件以及狀態
  • 對資料進行分析,以提供市場開發策略建議
  • 對市場進行系統性的宏觀分析並以資料進行相關預測
  • 熟悉data ETL,能熟練地進行數據蒐集、清理、保存並確保資料品質無暇
  • 有設計模型版本管控與預測品質監控的開發經驗
  • 以Flask為基礎開發相關視覺化儀表板供內部使用者使用
  • 與上級合作共同領導團隊同仁,負責指派、追蹤專案進度與適時地提供幫助
  • 須持續學習並精進相關技術(不只限於工程領域)


  • 有大量實際訓練模型經驗且任一模型有投入商業使用的經驗(本團隊接受NLP和數值型模型)
  • 熟練Python以及資料處理相關技術
  • 有SQL建置與維護以及熟悉常用指令
  • 熟練git技術
  • 具備docker經驗
  • 具備英文溝通能力(敢開口說)


  • 具備爬蟲能力
  • Flask 開發經驗,須具備互動式儀表板開發經驗
  • AWS/GCP/Azure 其中一家的雲端服務使用經驗
  • 有個人Side Project/數據競賽經驗/git ,任何可展現經驗與熱忱的作品
  • 基礎前端開發經驗(HTML, CSS , JavaScript)



  • 良好的溝通能力
  • 善於分析
  • 具備強大且快速的跨領域學習能力
  • 英語方面很熟練


  • 終身學習的覺悟
  • 誠信、熱情、重視團隊合作
  • 專業精神和道德行為
  • 共同成長的雙贏思維

We are seeking several Data Scientist to

  • Collaborate with domain expertise to transform business problem into analyzable states
  • Analyze business related data and come up with feasible strategy
  • Analyze the whole market from a macro and micro view and conduct necessary prediction
  • Familiar with data ETL pipeline and good at scraping, cleaning, storing and ensuring the quality and consistency of data
  • Have experience of model development, model version control and designing monitor mechanism for prediction quality
  • Develop dashboard and friendly interface for internal users with Flask
  • Collaborate with data head to lead colleagues, responsible for assigning, tracking progress of projects and able to provide help if needed
  • Learn and apply the related cutting edge technology if necessary

Must have

  • Proficiency in model development and one of your output has been used in real business
  • Proficiency in Python and data manipulation skills
  • Good at DB setting and maintenance and basic command
  • Familiar with git
  • Familiar with docker
  • Able to communicate in English

Nice to have

  • Able to scrape data from web
  • Have experience of developing interaction dashboard with Flask
  • Have cloud experience for any of AWS/GCP/Azure vendor
  • Any side project or competition experience is a plus
  • Basic knowledge of frontend skillset(HTML, CSS , JavaScript)


  • Strong communication skills
  • Good analytic skills
  • Strong learning ability
  • Proficiency in English


  • Life-long learning commitment
  • Integrity, enthusiasm, and value teamwork
  • Professionalism and ethical behavior
  • Growth mindset and think win-win

技能標籤: data etl, flask, GIT, ms sql, python