Postdoc: Biomedical Informatics & Multimodal ML for Health

Institute for Systems Biology; Seattle (WA); On-site; USD 68,000 - 92,000; Full time

Job summary

The Institute for Systems Biology in Seattle, WA invites applications for a Postdoctoral Fellow to join the Hadlock Lab, focusing on explainable models for clinical decision support and disease mechanisms.

You will own biomedical informatics experiments, develop and validate machine learning and statistical processes, and work with collaborators on multimodal longitudinal genomic, phenomic and exposome data.

Qualifications

• PhD in a relevant field (see qualifications) with first authorship on a published paper.
• Expertise in developing and validating machine learning models on biomedical data.
• Experience with multimodal modeling for clinical decision support or disease mechanisms.

Responsibilities

• Own biomedical informatics experiments from design through first-authorship publications.
• Develop and validate machine learning and statistical processes for clinical decision support or disease insights.
• Conduct multimodal modeling on high-dimensional longitudinal data (genomic, phenomic, exposome).
• Collaborate on cross-institutional research projects with ISB and partners.

Skills

Biomedical informatics

Machine learning

Multimodal modeling

Communication

Collaborative skills

Education

PhD in Biomedical Informatics/Computational Biology/Data Science/AI

Job description

The Institute for Systems Biology in Seattle, WA invites applications for a Postdoctoral Fellow to join the Hadlock Lab, focusing on explainable models for clinical decision support and disease mechanisms.

You will own biomedical informatics experiments, develop and validate machine learning and statistical processes, and work with collaborators on multimodal longitudinal genomic, phenomic and exposome data.