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Purdue University

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Postdoctoral Research Associate in Causal Multimodal Foundation Models for Precision Treatment Response Purdue University in United States

Degree Level

Postdoc

Field of study

Computer Science

Funding

Postdoctoral Research Associate position at Purdue University. The post mentions an additional optional application to Purdue’s Lillian Gilbreth Postdoctoral Fellowships, which provide interdisciplinary research training and professional development; fellowship awards are competitive and subject to eligibility. No stipend amount or tuition details are given.

Deadline

Oct 16, 2026

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Country

United States

University

Purdue University

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Keywords

Computer Science
Biomedical Engineering
Operations Research
Industrial Engineering
Medical Science
Causal Inference
Pharmacy
Statistics
ML

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About this position

Postdoctoral Research Associate opportunity at Purdue University in West Lafayette, Indiana, United States, focused on causal inference, multimodal foundation models, machine learning, longitudinal modeling, and operations research for precision treatment-response discovery.

The project is co-mentored by Nan Kong (Professor of Biomedical Engineering and Industrial Engineering) and Jingchuan Serena Guo (Associate Professor of Pharmacy Practice). The research will integrate electronic health record (EHR) trajectories, molecular profiles, and longitudinal wearable/mobile sensor data to estimate treatment effects and identify heterogeneous treatment responses.

The fellow will work on transferable patient representations across temporal scales and missingness patterns, causal treatment-effect estimation, subgroup treatment-response analysis, uncertainty assessment, and reproducible biomedical data analytics. The role also includes manuscript writing, grant proposal contributions, and interdisciplinary collaboration across engineering, data science, and health sciences.

Required background: a PhD in operations research, industrial or biomedical engineering, biomedical/health informatics, computer science, statistics, biostatistics, computational biology, or a related field. Candidates nearing completion of the doctorate may apply if the degree will be completed by the start date. Strong quantitative/computational skills are expected, and experience in causal inference, multimodal learning, optimization, or biomedical data analytics is preferred. Python and modern ML frameworks are desirable.

This is a postdoctoral opening, not a PhD or master’s call. The post also mentions Purdue’s Lillian Gilbreth Postdoctoral Fellowships as an additional competitive opportunity for interdisciplinary research training and professional development. No stipend amount is listed.

Application materials include a CV, cover letter, and contact information for three references. Apply through Purdue’s careers portal. The fellowship deadline mentioned is 2026-10-16.

Funding details

Postdoctoral Research Associate position at Purdue University. The post mentions an additional optional application to Purdue’s Lillian Gilbreth Postdoctoral Fellowships, which provide interdisciplinary research training and professional development; fellowship awards are competitive and subject to eligibility. No stipend amount or tuition details are given.

What's required

PhD in operations research, industrial or biomedical engineering, biomedical/health informatics, computer science, statistics, biostatistics, computational biology, or a related field; candidates nearing completion may apply if the degree will be completed by the appointment start date. Strong quantitative and computational skills are required, with experience in causal inference, machine learning/foundation models, multimodal learning, longitudinal modeling, optimization, or biomedical data analytics. Python proficiency and experience with modern machine-learning frameworks are desirable, along with demonstrated methodological research ability, scholarly productivity, and strong communication and collaboration skills.

How to apply

Prepare a CV, a cover letter describing your research interests, relevant methodological and computational experience, and career goals, plus contact information for three references. Apply through Purdue’s careers portal using the job posting link. If you want to be considered for the Lillian Gilbreth Postdoctoral Fellowship, submit that application by 2026-10-16.

More information can be found here

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