Post-Doctoral Fellow in Multimodal Neuroimaging and AI

University of Maryland, Baltimore; Baltimore (MD); On-site; USD 55,000 - 75,000; Full time

Job summary

University of Maryland, Baltimore seeks a Post Doctoral Fellow to develop new statistical methods for multimodal neuroimaging, multi-omics, and EHR/genetics data. You will apply machine learning and AI to uncover interactive relationships across aging and development, implement algorithms on HPC clusters, and contribute to real-world evidence models.

Responsibilities include manuscript drafting and data integration across large datasets (UKBB, HCP, ENIGMA, UMMS EHR).

Qualifications

• Doctorate or terminal degree in the field with demonstrated research abilities.
• Unrestricted license may be required in Maryland.

Responsibilities

• Post Doctoral Fellow: perform independent research, develop methods, and contribute to manuscripts.

Skills

Statistical modeling

Machine learning

Causal inference

High-performance computing

Education

PhD in relevant field

Tools

Python

R

TensorFlow

Job description

Job Description

• Developing new statistical methods to model multimodal neuroimaging data, multi-omics data, electronic health record (EHR) and genetics data which are measured by longitudinally and cross-sectionally.
• Developing and applying machine learning and AI approaches to identify interactive topological relationships between various imaging modalities and multi-omics during aging and development.
• Implementing computationally intensive algorithms on high-performance computational clusters .
• Developing AI/ML-based causal inference models for real-world evidence applications (e.g., target trial emulations- TTE)
• Developing data integration methods to combine multiple massive datasets (UKBB, HCP, ENIGMA, and etc) and local trials and observational studies (e.g, UMMS EHR).
• Manuscript drafting and preparation.
• Performing other duties as assigned

Responsibilities

• Post Doctoral Fellow.

Qualifications

• Doctorate or recognized terminal degree in the field of specialization. Demonstrated research abilities. May require unrestricted license in the State of Maryland.