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1.資料前處理: 數據清洗、特徵工程、特徵選取 2.應用數據挖掘、機器學習、深度學習、最佳化等技術，建立推薦與決策模型 3.成效指標設計，模型驗證與優化 4.模型生命週期管理，保持預測效

The Role: We are seeking an exceptionally talented data scientist with strong modeling and programming skills to join our team. In this role, you will work closely with data science team and technologists across the firm to develop appropriate features and metrics for data processing. Perform analysis and generate models of financial datasets using machine learning techniques Process, clean and verify the integrity of unstructured data and turn data into valuable insights Develop and create data

1. 規劃、執行數據分析或建置預測模型，有效識別商機、客戶風險或行為屬性，以協助達成商業/風險決策或效率 2. 透過顧客交易行為及非結構化資料路徑分析、斷點等分析方法，優化服務體

【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 p

This role will focus on developing quantitative algorithmic CTA and high-frequency trading strategies using machine-learning-driven and data-driven methodologies, you will need to think about how to exploit modern machine-learning techniques on diverse financial data sets. It's quite different from other typical machine learning jobs because our percentage-based lucrative dividends and annual bonuses are directly associated with your model's performance! You will also have the opportunity to con

Rosetta.ai helps fashion e-commerce uncover consumer's shopping preferences and provide personalized shopping experiences to consumers. We're making e-commerce merchants have enterprise-level AI backup on day 1. We are seeking Deep Learning Engineers, dedicated to Recommender System, to join our data science team. The ideal person will have industry experience working on a range of classification and optimization problems, e.g.click-through rate prediction, recommendation systems, or search

We are seeking senior data engineers interested in developing a document intelligence service for professional workers, collaborating with our global RD, PM, and growth teams. The service leverages AI to assist professional workers in automating the processing of business documents. For instance, it can automatically scan professional documents, including contracts, financial documents, and medical records, and then extract relevant data for workflow automation.

Responsible for data application strategy and AI implementation as followings -Development of Predictive analytics capabilities -Development of business segmentation strategy -Talent Development -Model Governance

1.進行大型語言模型(GPT等)的研究與應用導入。 2.開發與導入NLP技術於各部門業務場景，包括但不限於： (1)知識圖譜(Knowledge Graph) (2)向量資料庫(Vector DB) (3)多模態大語言模型 (MLLM) (4)應用：如輿論分析(Opinion analysis)等

1. 與客戶溝通進行需求訪談 2.企業資料倉儲需求分析及文件撰寫 3.依專案整合串接不同系統資料,各種數據轉換管理,以利資料庫正常運作 4.使用者行為數據收集,加工.分析，以支