Post-Doc Research Associate

University of North Carolina at Chapel Hill • Chapel Hill, NC

83d

About The Position

A postdoctoral associate position is available in the group of Dr. Tengfei Li at the University of North Carolina at Chapel Hill. The successful candidate will develop and apply advanced statistical and machine learning methods for infant cognitive prediction using large-scale multimodal neuroimaging data. The research will emphasize methodological innovation in statistical modeling, transfer learning, machine learning, model ensemble strategies, and interpretable artificial intelligence to improve prediction accuracy while ensuring biological interpretability. The candidate will contribute to building computational frameworks that integrate diverse imaging features, quantify uncertainty, and yield robust and explainable predictions of early-life cognitive outcomes. The postdoc will primarily work with Dr. Tengfei Li and collaborate closely with Dr. Weili Lin and Dr. Hongtu Zhu.

Requirements

• PhD degree in Biostatistics/Statistics.
• Familiarity with transfer learning, machine learning, data harmonization, longitudinal data analysis, model ensemble, interpretable AI.
• Familiarity with programming languages: R, Python, or Matlab.

Nice To Haves

• Strong organizational skills.

Responsibilities

• Develop and apply advanced statistical and machine learning methods for infant cognitive prediction.
• Emphasize methodological innovation in statistical modeling, transfer learning, machine learning, model ensemble strategies, and interpretable AI.
• Contribute to building computational frameworks that integrate diverse imaging features.
• Quantify uncertainty and yield robust and explainable predictions of early-life cognitive outcomes.
• Collaborate closely with Dr. Weili Lin and Dr. Hongtu Zhu.

Benefits

• Comprehensive medical and vision coverage.
• Paid leave.
• Benefits and services that support professional development and a healthy work/life balance.

What This Job Offers

• Job Type: Full-time
• Career Level: Entry Level
• Industry: Educational Services
• Education Level: Ph.D. or professional degree