Research - Laboratory/Non-Laboratory, Staff/Administrative
The Institute of Health Informatics (IHI) in the University of Minnesota is seeking a researcher to join a team working on multiple research projects in the field of clinical and biomedical informatics and data science. The position is annually renewable with opportunity for growth. This is a Researcher 3 classification position.
Implement complex machine learning, statistical, data-mining, bioinformatics/clinical informatics algorithms. Design, setup and run computational experiments to execute algorithms on various types of biomedical or healthcare related data. Design, setup and run computational experiments to evaluate and benchmark cutting-edge machine learning algorithms. Develop and modify software and demonstrations. Create documentation for all software, code and experiments. Design and implement data infrastructure; Ensure the integrity and security of data, code, and analytical experiments. Write or help prepare technical reports and/or publications. Communicate and present analytical results to customers and scientists
All required qualifications must be documented on application materials.
B.A./B.S. in Computer Science/Math/Statistics/Physics/Informatics or related technical disciplines and 2 years of related experience or a combination of education and work experience to equal six (6) years.
Experience with programming, algorithms and data-structures.
Experience writing code for complex computer programs independently. Please provide a link to samples of your code available online (Github and similar services are fine).
Experience with basic machine learning or statistical methods.
Strong communication skills.
Strong Java skills are preferred. R, Python, Matlab are also valuable.
Experience working with messy real-world data
Experience in high-performance computing
Experience working independently in a rapidly changing scientific environment
Skills in data visualization
Research experience in statistics/data science/related fields
Experience publishing scientific papers in conferences/journals
Internal Number: 334722
About University of Minnesota, Twin Cities
The University of Minnesota, founded in the belief that all people are enriched by understanding, is dedicated to the advancement of learning and the search for truth; to the sharing of this knowledge through education for a diverse community; and to the application of this knowledge to benefit the people of the state, the nation, and the world.