資料科學家(分析師) Data Scientist(Data analyst)

Job Description

工作內容:設計、撰寫、測試各種軟體程式,開發數據分析之演算法及套件。


【Job description】

Using data modelling for behavior and/or language data to discover the underlying relations between people, environment, and the corporations, gaining insights and understandings into the intricate interactions, and providing effective estimations.

【Responsibilities】

  • Applying machine learning and deep learning techniques to analyze behavioral data.
  • Developing new methods to handle various types of behavior records. Fields include but are not limited to social media interactions, marketing records, and the likes.
  • Developing efficient models to extract key features from various sorts of data and make predictions based on the analyses and the data.
  • Designing prototypes and bringing solutions into production.

Requirements

• 國語良好,英語良好。 • 熟悉Python與R之資料分析套件,並具Python程式開發經驗。 • 具有獨立分析、探索新事物的熱情、能力與毅力。 • 基礎Linux作業系統操作經驗。 【加分條件】 • 統計、數學、財工、資管、資科相關科系畢業為佳。曾修習機器學習、大數據、數值分析、線性代數、非線性規畫、最佳化、自然語言處理、計算語言學、量化語料庫語言學相關課程者為佳。 • 具機器學習、深度學習或大數據相關程式設計經驗者為佳。 • 具備數位行銷、經濟分析或金融實務之工作經驗者佳。 • 具AWS或GCP等雲端運算平台操作經驗。 • 英語(聽、說、讀、寫)能力優良。 【Requirements】 • Ability to work in Mandarin with your co-workers and to acquire necessary knowledge in English. • Experience with analytics and/or NLP in R and/or Python. • Experience with tools and development in Python. • Be able and willing to explore and learn new technologies and domain knowledge and work hands-on to realize the solutions. • Basic knowledge of working on a Linux system. • Tempered with pragmatic ability to prioritize. • Awareness of business objectives and ability to apply this understanding to product development. 【Preferred】 • Graduates or masters in statistics, mathematics, financial engineering, computer/information science, information management, computational linguistics, or other related fields. • Taken courses including machine learning, big data, numeric analysis, non-linear programming, optimization methods, natural language processing, computational linguistics, quantitative corpus linguistics, or other related courses. • Experience with programming in machine learning, deep learning, or big data. • Working experience in digital marketing, economic analysis, or applications of finance. • Experience with cloud computing platform like AWS, GCP, et cetera. • Excellent competence in English.

Salary

4 ~ 8 TWD / month

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蔡旻均

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