工作內容
我們正在尋找一名資料科學主管,此職位將
- 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)
必備條件
- 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)
加分項目
- 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)
其他條件
技能專長
- 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
態度
- 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)
Skills
- Strong communication skills
- Good analytic skills
- Strong learning ability
- Proficiency in English
Attitudes
- 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