Deadline
Nov 02, 2026
Closing in 14 days
Location
N/A
United States
Employment
Permanent
Full time
Reference
N/A
Posted
Oct 14, 2026
About the role
Academic Careers at IU
Postdoctoral Fellow - AI-Enabled Immune Digital Twin Workflows, Data Assimilation, and Ensemble Updating
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Posting Details
Position Details| Title | Postdoctoral Fellow - AI-Enabled Immune Digital Twin Workflows, Data Assimilation, and Ensemble Updating |
|---|---|
| Appointment Status | Non-Tenure Track |
| Department | IU Bloomington Intelligent Systems Engineering |
| Location | Bloomington |
| Position Summary | Your primary duties will be to build reproducible, testable, sequential data-assimilating digital twin workflows under the direction of Dr. James A. Glazier. You will implement patient-specific forecasting and rebasing pipelines, design anomaly-detection and residual-monitoring logic, infer unobserved state parameters, manage complex model ensemble interfaces, and coordinate computational infrastructure with national consortium collaborators. 60% Digital Twin Workflows & Data Assimilation: Develop Python workflows for short-horizon forecasting and patient-specific rebasing; implement data-assimilation methods (Kalman/Bayesian updating); design anomaly detection and missing-information inference logic. 40% Software Engineering & Integration: Build reproducible computational packages(CI/CD, containers, testing); manage ensemble interfaces; integrate workflows with external consortium platforms (Vivarium, QSP); write technical publications. |
| Basic Qualifications | Ph.D. or equivalent terminal degree in quantitative, computational, or biomedical discipline. Programming proficiency in Python, Julia, R, or MATLAB; background in mechanistic modeling (ODE/dynamical systems, QSP, or agent-based); familiarity with inflammation, cytokine signaling, sepsis, or critical care biology. |
| Department Contact for Questions | Please contact Professor James Glazier at [email protected] with questions about the position. |
| Additional Qualifications | |
| Salary and Rank | 70,000/Postdoctoral Fellow |
| Special Instructions | |
| For Best Consideration Date | 11/02/2026 |
| Expected Start Date | |
| Posting Number | IU-101732-2026 |
Supplemental Questions
Required fields are indicated with an asterisk (*).
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Have you previously been employed with IU?
- Yes
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Applicant Documents
Required Documents- Curriculum Vitae
- Letter of Application
- List Of References
- Letter of Reference 1
- Letter of Reference 2
- Letter of Reference 3
How to apply
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