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新加坡国立大学计算机学院Research Fellow招募

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发表于 2021-6-7 15:07:17 | 显示全部楼层 |阅读模式
【新加坡国立大学-research fellow招募-计算医疗健康 (computational healthcare)方向】

简介:
新加坡国立大学(National University of Singapore)计算机学院信息系统与分析系(Department of Information Systems and Analytics, School of Computing, www.comp.nus.edu.sg/about/depts/disa)正在招收计算医疗健康 (computational healthcare) 方向的research fellow(1年制合同),希望于2021年7月1日或更早入职。简历投递后会立刻依据投递时间进行审核,招满即止,为保证充分考虑,建议尽早投递。
工作内容为:基于病人的电子病历数据预测并提升医疗效果。具体内容包括:针对研究问题提出解决方案;将概念和算法转化为代码;准备、清理并汇总数据;设计并进行实验;分析数据及实验结果;与研究合作者对接;并在顶会/期刊发表论文。新加坡国立大学计算机学院2021 QS世界排名第四,学术氛围自由包容,涉足多个相关研究领域的前沿研究。本工作具有极大的潜力,有望给新加坡乃至世界范围的病人带去福祉。
希望申请者:
* 熟悉深度学习和机器学习算法;* 在相关领域有较好的论文发表成果;* 扎实的编程基础,熟悉Python、深度学习package (e.g.,Pytorch), 以及SQL;* 良好的书面和口头交流能力;* 可以独立并主动工作;* 若有healthcare领域相关的工作经验将优先考虑;* 有相关领域的博士学位(computer science, statistics, engineering, information systems, mathematics, etc.)薪资将根据申请者能力和经历决定。
联系方式:
感兴趣的同学可联系Dr. Stanley Kok(https://www.comp.nus.edu.sg/~skok/),并将简历及推荐信发至:skok@comp.nus.edu.sg



Research Fellow (Computational Healthcare)
National University of Singapore
Description: The National University of Singapore invites applications for the position of Research Fellow (1-year contract) in the Department of Information Systems and Analytics (www.comp.nus.edu.sg/about/depts/disa), School of Computing (SoC). SoC is strongly committed to research excellence in all dimensions. The ideal candidate should be available on July 1 or earlier.  As a Research Fellow, you will work on electronic medical records of patients with the goal of forecasting and improving healthcare outcomes. Your scope of work includes:  proposing solutions to research problems; converting conceptual and algorithmic solutions into code; preparing, cleaning, and aggregating data; designing and running experiments; analyzing data and experimental results with scientific methods; interfacing with research collaborators; and publishing research outcomes in top-tier conferences/journals. This position has strong potential to improve the well-being of patients in Singapore and the world at large. Applications will be reviewed as they arrive, starting immediately, and will be accepted until the position is filled. For full consideration, we recommend that you apply early.  Job requirements:  * Competent in deep learning and machine learning algorithms. * A good track record of scientific publications in relevant fields. * Strong programming skills in Python, deep learning packages (e.g., PyTorch), and SQL. * Good written and verbal communication skills. * Ability to work independently and proactively. * Research experience in healthcare projects will be advantageous. * PhD degree in a relevant area (computer science, statistics, engineering, information systems, mathematics, etc.). Compensation is commensurate with qualification and experience.

Contact: To apply, please email Dr. Stanley Kok (skok@comp.nus.edu.sg) with your resume and references.
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