Postdoc: AI/ML for Clinical Biomarkers & Single-Cell Data

University of Washington; Seattle (WA); On-site; USD 70,000 - 85,000; Full time

Job summary

The University of Washington, Department of Laboratory Medicine and Pathology, invites applications for a full-time Postdoctoral Scholar in the Foy Lab. The position focuses on developing AI/ML models and computational pipelines to improve how clinical blood tests are used in patient care.

The ideal candidate will hold a PhD in CS or Biomedical Engineering and has experience with Bayesian methods, differential equations, and large-scale healthcare data.

Qualifications

• PhD in CS, bioengineering, or related field.
• Experience with AI/ML in clinical data preferred.
• Strong quantitative and programming skills.

Responsibilities

• Develop AI/ML models for analysis of clinical data.
• Use mathematical modelling to quantify cellular dynamics.
• Collaborate with clinicians to assess biomarker value for clinical questions.
• Perform large-scale analysis of multi-modal healthcare data.

Skills

AI/ML models

Mathematical modelling

Bayesian inference

Differential equations

Probability distributions

Healthcare data

Education

PhD in Computer Science or Biomedical Engineering

Job description

The University of Washington, Department of Laboratory Medicine and Pathology, invites applications for a full-time Postdoctoral Scholar in the Foy Lab. The position focuses on developing AI/ML models and computational pipelines to improve how clinical blood tests are used in patient care.

The ideal candidate will hold a PhD in CS or Biomedical Engineering and has experience with Bayesian methods, differential equations, and large-scale healthcare data.