代po 新加坡南洋理工大學葉惠媛老師跨領域研究計畫誠徵研究人員兩名 職缺一簡述如下 Job title: Research Fellow Responsibilities Disease Prediction by Machine Learning Over Big Data From Healthcare Communities:Work on data mining and machine learning (including convolutional neural networks (CNN) techniques for disease risk prediction using gene and image data from hospitals or healthcare communities. Requirements 1) PhD in Computer Science, related technical field or equivalent practical experience. 2) Experience in Computer Vision, Machine Learning, Algorithmic Foundations of Optimization, Data Mining or Machine Intelligence (Artificial Intelligence) 3) Programming experience in one or more of the following: C, C++, Python 4) Contributions to research communities and/or efforts, including publishing papers in machine learning venues Employment Type: Contract/ Full Time Length of the project: Contract length of 2 years. Subject to renewal after one year depending on performance. Salary: S$4,500.00 - S$6,000.00 No. of Vacancies: 1 職缺二簡述如下： Job Title: Research Associate Responsibilities: 1)Apply state-of-the-art computational methods to analyse genome to support data analysis in genetic studies. 2)Collect and curate publicly available genomic data sets to support integrative analysis in genetic studies. 3)In addition, the candidate will have opportunities to lead a research project in either human genetics or bioinformatics method development. 4)Participate in writing of manuscripts. Requirements Qualified candidates must have: 1) a Ph.D. or equivalent in Computer Science, Computational Biology, Biology, Bioinformatics, Mathematics, Engineering or related field; 2) expertise or fluency in large-scale data analysis, statistics, genomics, machine learning, and/or related field; 3) proficient in programming. Candidates with experience in developing machine learning algorithms and/or trained in quantitative genetics, evolutionary biology, or population genetics are especially encouraged to apply. The successful candidate should have a demonstrated ability for independent and critical thinking, ability and initiative to learn new things, excellent communication and teamwork skills and passion for biological research. Employment Type: Contract/ Full Time Length of the project: Contract length of 2 years. Subject to renewal after one year depending on performance. Salary: S$ 3,800 - 4,500 No. of Vacancies: 1 Application Procedure: Interested applicants please attach your full CV, with the names and contacts (including email addresses) of 3 character referees, and all relevant academic certificates to: [email protected] --

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