Postdoctoral Scholar

Oregon Health & Science University • Portland, OR

3d • Hybrid

About The Position

This position requires the development of artificial intelligence (AI) and mechanistic models of type 1 and type 2 diabetes. The position also requires the integration of these AI and mechanistic models into decision support systems. The successful candidate will have experience developing AI and mechanistic models of type 1 and type 2 diabetes and integrating these models into decision support systems. The successful candidate will have a PhD in biomedical engineering or related fields with expertise in AI, machine learning, physiologic modeling, and recommender systems. The candidate will have expertise in the python programming language as well as AI/ML tools including TensorFlow, Scikit-learn, and other programming tools. The candidate will have experience writing and publishing first-author publications in peer reviewed journals. The candidate will have experience mentoring junior lab members in an academic environment.

Requirements

• PhD, MD or MD/PhD in relevant field.
• Expertise with quantile random forest training and evaluation for use in recommender systems.
• Skills developing mechanistic and AI-based physiologic models.
• Knowledge of integrating AI and mechanistic models to create physiologic digital twins.
• Working knowledge developing multiple types of machine learning algorithms.
• Skills with python, TensorFlow, and Scikit-learn.

Nice To Haves

• Experience developing AI and mechanistic models of type 1 and type 2 diabetes and integrating these models into decision support systems.
• Expertise in AI, machine learning, physiologic modeling, and recommender systems.
• Expertise in the python programming language as well as AI/ML tools including TensorFlow, Scikit-learn, and other programming tools.
• Experience writing and publishing first-author publications in peer reviewed journals.
• Experience mentoring junior lab members in an academic environment.

Responsibilities

• Development of AI and mechanistic models to represent glucose dynamics in type 1 and type 2 diabetes.
• Integration of AI and mechanistic models into decision support and recommender systems for people with type 1 and type 2 diabetes.
• Write manuscripts and submit to peer-reviewed journals.
• Mentor students and junior lab members.
• Other duties as assigned.

Benefits

• Healthcare for full-time employees covered 100% and 88% for dependents.
• $50K of term life insurance provided at no cost to the employee.
• Two separate above market pension plans to choose from.
• Paid time off - 208 hours per year, prorated for part-time.
• Extended illness bank - 64 hours per year, prorated for part-time.
• 9 paid holidays per year.
• Substantial Tri-Met and C-Tran discounts.
• Employee Assistance Program.
• Childcare service discounts.
• Tuition reimbursement.
• Employee discounts to local and major businesses.

What This Job Offers

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