RecruitMilitary Logo
Sign In

Post-Doctoral Associate - Computational Health Sciences Division - Military Veterans

at HERC- Upper MidWest

Overview
Department of Surgery (DOS, https://med.umn.edu/surgery) at the University of Minnesota is seeking two postdoctoral research associates to join a team working on
multiple research projects in the field of health data science, artificial intelligence and natural language process, computer vision in the Division of Health Data Science (HDS)
at the DOS. The position is an annually renewable professional academic appointment.

Duties/Responsibilities:
â- Risk predictive model for clinical outcomes
â- casual representation learning for real-world data
â- deep learning interpretation, fairness and robustness
â- Regularly conduct computational experiments to execute algorithms on various
health and biomedical informatics projects
â- Assist with new project development including literature review, study design.
â- Work under general supervision but usually is given the latitude to make decision
on projects that s/he is accountable for delivering on; decisions may involve an
approach from among alternatives, determining how to best use available
resources
â- Design and/or implement AI methods, summarize findings, and generate study
results for research topics
â- Write, edit or critique technical reports and/or publications describing research
results to sponsors or funders of the research,
â- Communicate and present analytical results to researchers, faculty, and other
academic professionals in associated fields of expertise (spoken presentations,
poster or written work summaries for display, panels, and other formats).

Required Qualifications:
â- A Ph.D. degree in Biomedical/Health Informatics, Computer Science, Information
Science, Computational Linguistics, Data Science, Artificial Intelligence, or a
related technical field.
â- Strong programming skills in Python, Java, etc.
â- Expertise in machine learning, neural networks, and deep learning
â- Excellent writing and communication skills
â- Highly motivated, ability to identify potential problems and develop solutions.
â- Ability to function well in a fast-paced research environment, set priorities to
accomplish multiple tasks within deadlines, and adapt to ever changing needs

Preferred Qualifications:
â- Research experience in natural language processing on biomedical and/or
clinical texts, computer vision on medical images, causal inference, predictive
modeling on longitudinal data.
â- Expertise in transformers, reinforcement learning, transfer learning
â- Experience with leading projects within a research team
â- Working knowledge of modern web service and/or software implementation
â- Ability to work collaboratively with a diverse group of research scientists with

Minneapolis, MN

Salary Range
$54,840 to $62,000

The Higher Education Recruitment Consortium (HERC) is a national nonprofit network of higher education and affiliated employers, committed to institutional collaboration, creating diverse workplaces, and assisting dual career couples. Searching for a job in higher ed? Our job board hosts over 30,000 faculty and staff jobs at workplaces that value diversity, equity, and inclusion. Set up your job seeker account today at: http://www.hercjobs.org For our member institutions, we offer recruitment and retention resources, vibrant regional networks, and a new online community of practice, HERConnect. All of our resources can help you advance inclusive excellence at your institution.

Similar Jobs