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At IBM Research – China, we are working towards evidence-based, personalized care based on cognitive technologies. This includes big data analytics, machine learning, data mining and their applications to achieve quality care and lowered medical costs. Our technologies have been applied
to many applications to solve real-world problems in the healthcare domain. Our work include health risk prediction for chronic disease prevention, patient similarity and clustering for personalized treatment or care pathway analysis and mining for evidence-based care, through decision support tools to doctors and patients.
Job Responsibilities
As a Research Scientist at the Department of Cognitive Healthcare, your job will be to conduct research and develop big data analytics and cognitive computing methods for healthcare data, build data mining and machine learning models on real world clinical/behavior/genomic data, as well as
to evaluate and improve the model performance.
Job Requirements
- We are looking for Ph.D. Candidates in Medical Informatics, Information Science, Computer Science, Statistics, Applied Mathematics, or related areas, with the following qualifications to strengthen our team;
- Strong understanding in machine learning, data mining and statistics;
- Strong software development skills, proficiency in at least one advanced
programming language, such as Python or Java;
- Familiar with data analysis tools and libraries, such as SPSS, Weka, R and/or
scikit-learn;
- Knowledge of clinical, genomic, or behavior data is a plus;
- Familiar with big data platforms and tools, such as HDFS, Hadoop, Mahout
and Spark is a plus;
- Creative, independent and self-motivated;
- Team-work and good Chinese and/or English communication skills.