University of Michigan · 1 day ago
RESEARCH INVESTIGATOR
Ann Arbor, MI
Full-time
Hybrid
Mid, Senior LevelThe University of Michigan is a leading institution in research and education, and they are seeking a Research Investigator to contribute to ongoing research efforts in biomedical data sciences. The role involves designing and implementing methods in data processing and analysis, focusing on developing computer-supported decision systems for clinical use.
E-LearningEducationHigher EducationUniversities
Responsibilities
Conducting research in data analysis, developing and implementing algorithms, and creating innovative solutions for medical applications
Integrating various types of clinical and biomedical data, ensuring robust analysis across multiple data sources using advanced techniques
Working with multidisciplinary teams, participating in project administration, and managing research initiatives
Supporting undergraduate and graduate students in their research activities
Preparing and submitting peer-reviewed publications; writing grant proposals to seek funding for ongoing projects
Qualification
Required
AI/Deep Learning
Hands-on experience in PyTorch for deep learning model development
Practical expertise in CT image segmentation and classification, especially using Unet architectures
Experience in deep reinforcement learning methods, including deep Q-learning, decision transformers, and decision mamba
Familiarity with multimodal transformers, large language models, and vision-language models such as CLIP
Use of HuggingFace ecosystem for model deployment and research
Solid understanding and application of tensor methods in deep learning, generative models, graphical models, and causality
Machine Learning
Proficiency with scikit-learn for classical machine learning tasks
Background in data preprocessing and feature engineering
Experience with random forests, clustering, boosting, ensemble learning methods, and interpretable machine learning approaches
Application of tensor methods and signal processing techniques to biomedical or image data
Programming & Computational Skills
Strong Programming Skills In Python Are Essential
Demonstrated use of GitHub for collaborative software development and version control
Experience working with High Performance Computing (HPC) clusters and Linux environments
Familiarity with database tools such as SQLite; experience with Matlab and R for data analysis
Communication, Scientific Writing, & Leadership
Proven ability to present research findings at scientific conferences, industry meetings, and to cross-functional teams
Experience writing and editing scientific manuscripts, grant proposals, and undertaking peer reviews
Ability to work effectively in multidisciplinary teams comprising scientists, engineers, and clinicians
Demonstrated leadership, including mentoring and training junior scientists and students
Preferred
Prior experience in medical imaging or healthcare AI applications
Published work in leading journals or conferences
Track record of successful grant funding or contributions to large-scale projects
Company
University of Michigan
The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving, and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
Founded in 1817
10001+ employees
H1B Sponsorship
University of Michigan has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (662)
2024 (594)
2023 (787)
2022 (473)
2021 (411)
2020 (324)
Funding
Current Stage
Late StageTotal Funding
$359.75MKey Investors
Michigan Economic Development CorporationNational Institutes of HealthBreakthrough T1D
2025-07-17Grant· $1M
2025-06-07Grant· $1.17M
2025-04-23Grant
Leadership Team
Greg McGuire
Managing Director, Mcity
Robert Goodspeed
Chair, Urban and Regional Planning Program
Recent News
2025-12-19
IEEE Spectrum
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2025-12-17
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