【What a Data Scientist does in Titansoft？】
1. Apply statistical and machine learning techniques to build models for user classification, fraud detection and other objectives
2. Mine, analyze and visualize data from company databases to drive optimization and improve product development, marketing techniques and business strategies
3. Identify, understand and solve business problems based on the company's overall targets.
4. Coordinate with different feature teams to implement models and design proper performance evaluation metrics
[Experience]
1. Have NLP / CRM / User Behavior / Recommendation relevant experience will be a plus.
2. Knowledge and experience with application of a variety of machine learning techniques (clustering, decision tree, neural network, etc.).
3. Knowledge and experience with application of advanced statistical techniques (regression, various statistical tests, etc.).
4. Real-world ML project end-to-end experiences, including model simulation.
5. Data pipeline processing end-to-end experiences or have related experience in cooperation with others.
6. Five years + of data related work experience.
7. Have mentorship experience in leading or guiding data projects/products.
[Skills]
1. Proficiency in Python (must), SQL or other programming languages.
2. Proficiency in common ML frameworks, etc., Scikit-learn, Tensorflow, Pytorch, Hugging Face.
3. Strong problem solving skills.
4. Excellent written and verbal communication skills for coordinating across teams and with stakeholders.
台北市南港區台北市南港區園區街 3 之 1 號 11 樓之 1（南港軟體園區 G 棟）
鈦坦科技，是一間總部位於新加坡的軟體開發公司，提供線上軟體平台客製開發與維護，以及代理 Atlassian 旗下產品 Jira Software & Confluence、線上視覺化白板 Miro ，以自身實際使用經驗提供一站式導入服務。身處快速變動的軟體產業，我們採用敏捷開發，同時將敏捷思維注入公司文化，目的是快速、靈活地應對客戶和市場需求的變化，在多年導入及迭代的經驗下，我們也開始提供企業客製化敏捷課程及顧問諮詢服務。
◆ Never Stop Growing ◆
鈦坦科技台灣分公司座落於台北南港軟體園區內，隨著業務擴展，我們大舉擴編，甚至將版圖擴張至台中，至今我們仍不斷需要優秀人才加入。
◆ Never Stop Trying ◆
我們是不斷嘗試不同方法的一群人，不管是實踐敏捷開發，或是應用資料科學，都是為了讓產品更好，讓技術能夠真正創造價值。
◆ Never Stop Challenging ◆
在鈦坦這個充滿活力的專業團隊中，每位同仁都是不可或缺的成員，我們竭盡所能為每位同仁創造機會、提升自我、實現自我、挑戰自我。
◆ Never Stop Changing ◆
我們歡迎改變，並且隨機應變，面對不斷變化的市場需求，為我們的客戶打造高品質的產品。
◆ Never Stop Improving ◆
在鈦坦學習就是生活的一部分，只要是鈦坦人就可以參與多元的訓練計畫，發揮你全部潛能。 因為我們深信：公司的成長，來自夥伴的成長。
◆◆鈦坦人的日常
◆◆◆ 工程師除了寫Code，還有什麼可能性？