Postdoctoral AI/ML Scientist – Medical Simulation

Oak Ridge Institute for Science and Education; Frederick (MD); On-site; USD 60,000 - 90,000; Full time

Job summary

Oak Ridge Institute for Science and Education is seeking a post-doctoral fellow to join the U.S. Army Medical Research and Development Command in Frederick, Maryland. The ideal candidate will engage in research projects focusing on advanced modeling techniques, including Discrete Event Simulation and deep learning.

This position offers an opportunity to work on innovative projects in synergy with data scientists and engineers, addressing complex operational challenges within medical research. Candidates should have a PhD in a relevant field and experience in simulation and machine learning.

Qualifications

• Experience with Discrete Event Simulation techniques.
• Strong background in deep learning and neural networks.
• Proficiency in machine learning and computer vision approaches.

Responsibilities

• Design and implement simulation models for complex workflows.
• Develop deep learning architectures for predictive maintenance.
• Train models for extracting information from medical imagery.

Skills

Discrete Event Simulation (DES)

Deep learning architectures

Physics-Informed Neural Networks (PINNs)

Deep Reinforcement Learning (DRL)

Generative Adversarial Networks (GANs)

Bayesian networks

Computer vision

Education

PhD in relevant field

Job description

Oak Ridge Institute for Science and Education is seeking a post-doctoral fellow to join the U.S. Army Medical Research and Development Command in Frederick, Maryland. The ideal candidate will engage in research projects focusing on advanced modeling techniques, including Discrete Event Simulation and deep learning.

This position offers an opportunity to work on innovative projects in synergy with data scientists and engineers, addressing complex operational challenges within medical research. Candidates should have a PhD in a relevant field and experience in simulation and machine learning.