機器學習研究員 科伊思正在尋找一位熱情且有才華的機器學習研究員，致力于開發基于知識驅動網絡的機器學習方法的一般理論和方法，該方法適用于從小型、中型和大型數據庫中提取信息。 職責： 1.參與開發總結性理論框架，用于從感知器到深度學習的基于網絡的機器學習方法的統一表示。 2.參與可解釋的基于網絡的機器學習方法。 3.參與特定領域基于網絡的機器學習方法的開發。 4.參與知識驅動和任務導向網絡創建方法的開發。 5.參與混合符號 - 子符號方法的開發，該方法適用于與修改計算聯用。

Expectations from the job applicant for Machine learning researcher COIOS (Tianjin) is looking for an enthusiastic and talented Machine learning researcher with keen attention to developing a general theory and methodology of knowledge driven network based ML methods, which are suitable for supporting the extraction of information from small, medium and large databases. Responsibilities i.Participation in the development of a summative theoretical framework for a unified representation of network-based machine learning methods from perceptron to deep learning. ii.Participation in interpretable and interpretable network-based machine learning methods iii.Participation in the development of domain specific network-based machine learning methods iv.Participation in the development of the methodology for the creation of a knowledge-driven and task-oriented network v.Participation in the development of a hybrid symbolic-subsymbolic methodology, suitable for cooperation with the modification calculus.

資質與技能： 潛在候選人應具備的預期學術和專業技能： 英語聽說讀寫流利，要求大學英語四級（CET - 4）及以上水平，或具備同等英語能力，能滿足日常工作中的英語使用需求，可做無障礙國際交流。 1.擁有計算機科學和數學碩士或博士學位，專業方向為神經網絡、概率論、統計學和數理邏輯。 2.理解理論計算機科學以及神經網絡和深度學習的技術和數學基礎及基本技術。 3.了解相關方法和途徑。 4.具有創造性思維，可識別新機會。 5.對發現和開發新解決方案有科學興趣。 6.具有充分、透徹且令人信服的數學基礎知識。 7.具備出色的溝通技巧。 8.樂于在團隊協作的環境中工作。 工作地點及薪資待遇： 1.工作地點：天津或北京。 2.薪資待遇：根據能力和崗位匹配度，薪資可面議。 Qualifications and Skills The expected academic and professional skills to be possessed by a potential candidate: Fluent in written and spoken English, CET-4 or equivalent English ability, able to meet the needs of daily work, and able to communicate fluently in English. ?Master’s degree in computer science and mathematics with a focus on Neural networks, probability theory, statistics, and mathematical logic ?Understanding of theoretical computer science and NN and DL technological and mathematical foundations and the basic techniques ?Knowledge of relevant approaches and methods ?Creative thinking to recognize new opportunities ?Scientific interest in discovering and developing new solutions ?Adequate, thorough and convincing knowledge of mathematical foundations ?Excellent communication skills ?Ready to work within a collaborative environment with teams Working Place & Salary ?Working place： Tianjin or Beijing ?Salary： The salary is negotiable based on abilities and person-job fit.