The Institute for Health Informatics (IHI) at the University of Minnesota is seeking a Junior Scientific Programmer/Data Scientist to join our dynamic IHI Data Scientist Specialist (IHIDSS) team. Led by Dr. Ma, the IHIDSS team applies cutting-edge machine learning and statistical methods to real-world problems across a range of areas such as mental health, aging, diabetes, addiction, brain science, cancer, and health equity. If you're passionate about using data science to advance healthcare, this is the opportunity you’ve been waiting for!
Why This Job Is Amazing
???? Real-World Impact: Use machine learning to solve some of the world’s most pressing healthcare issues.
???? Collaborative Research: Work alongside experts in the field, contributing to projects that shape the future of biomedical and health sciences.
???? Innovation at Its Core: Your work will push the boundaries of machine learning theory, algorithm development, and predictive modeling.
What You’ll Do
????????? Conduct Analytical Experiments (80%):
- Create and manage datasets from various sources for cutting-edge research.
- Design data processing pipelines to ensure integrity and security throughout the process.
- Conduct experiments to benchmark machine learning algorithms with real-world biomedical and healthcare data.
???? Algorithm Development (10%):
- Develop and implement machine learning, statistical, and bioinformatics algorithms.
- Modify existing algorithms and contribute to the software development lifecycle.
- Document code, experiments, and findings for reproducibility.
???? Publications and Presentations (10%):
- Contribute to writing technical reports and scientific publications.
- Communicate your findings clearly to a wide range of stakeholders, including scientists and clinicians.
What We’re Looking For
? Education & Experience:
- B.A./B.S. in Computer Science, Math, Statistics, Physics, Informatics, or related technical field.
- At least four years of relevant experience or a combination of education and experience (equivalent to eight years) in a research or technical environment.
???? Technical Skills:
- Experience with Matlab, Python, or R.
- Proficiency in SQL or other database technologies.
- Ability to write code for complex systems. (Please provide links to code samples on GitHub or similar services.)
???? Data Expertise:
- Familiarity with machine learning or statistical methods.
- Experience working with complex or messy real-world data (a plus!).
- Basic skills in data visualization.
???? Communication Skills: Strong ability to convey complex concepts to diverse audiences.
Additional Desirable Qualifications (Not Required)
- Experience with high-performance computing.
- Background in data science, statistics, or related research fields.
- Published scientific papers in conferences or journals.
Why Work at the University of Minnesota?
???? Top Workplace Recognition:
- Proudly recognized as a Top Workplace by Star Tribune and Best Employer for Diversity by Forbes.
- As one of the largest research universities, you'll have access to top-tier resources and research opportunities.
???? Inclusive Environment:
- We celebrate diversity and are committed to fostering an inclusive, supportive work culture for all employees.
????????? Impactful Research:
- Engage in interdisciplinary research that spans various healthcare settings, from hospitals to clinics and home care.
Ready to Join Our Team?
If you're ready to contribute to transformative healthcare research and gain valuable experience in data science, apply now! Submit your online application with a resume, cover letter, and links to your code samples (GitHub or similar services). The University of Minnesota values diversity and inclusion and encourages applicants from all backgrounds.
