設計、撰寫、測試各種軟體程式，開發數據分析、顧客行為預測、顧客特徵分群之演算法及套件。

【Job Description】

Using data modelling for behavioral 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 available variables and behavior records. Fields include but are not limited to social media interactions and marketing records.

- Discuss with project managers and provide solutions to the corporations using above-mentioned data mining techniques.

- 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。
- 具機器學習及深度學習之相關經驗。能使用套件進行機器學習，並有使用tensorflow、pytorch或keras建立深度學習模型之經驗與能力。
- 具有獨立學習、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。
- 具有行銷或金融之背景者佳。
- 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. Good communication skills are also necessary for the job involves intensive discussion with the project managers.
- Experience with analytics, machine learning, and deep learning in R and/or Python; experience with at least one of the deep learning packages, including but not limited to packages like tensorflow, keras, and pytorch, etc.
- Be able and willing to explore and learn new technologies and algorithms 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, or other related fields.
- Taken courses including machine learning, big data, numeric analysis, non-linear programming, optimization methods, or other related courses.
- Working experience in digital marketing, economic analysis, or applications of finance.
- Experience with cloud computing platform like AWS, GCP, etc.
- Excellent competence in English.