RESEARCH FELLOW in data science/Artificial Intelligence

A postdoctoral research fellow position is available at the Cancer Data Science Lab

(PI: Dr. Irbaz Riaz - Dr. Irbaz B. Riaz, Bio) at Mayo Clinic in Arizona. Research fellow will work in a multi-disciplinary team of clinicians, data scientists and informaticians.

Dr. Riaz is an Assistant professor in medicine and biomedical informatics. His lab is focused on developing artificial intelligence (AI) methods for electronic medical records data. The current projects heavily emphasize natural language processing (NLP), large language models (LLMs), multi-modal data integration, and computation oncology.

This position (candidate) may engage in following projects: 

• Training and implementation of large language models that demonstrate good performance with healthcare data.
• Utilize artificial intelligence techniques, including natural language processing such as large language models, computer vision and other deep learning methods, to build task-specific models for diverse applications in healthcare.
• Develop artificial intelligence frameworks for data extraction from free-text unstructured text reports and imaging/histopathological imaging data.
• Develop and/or improve predictive models using uni-modal and multimodal electronic health records system data (free text, imaging, genomics)
• Develop/enhance software for living clinical practice guidelines.
• Work with a multi-disciplinary team of physicians, computer scientists, and biomedical statisticians to improve artificial intelligence-based approaches for solving complex data science problems in cancer. 
• Harbor excellent verbal- and written- communication and presentation skills.

A Research Fellow at Mayo Clinic is a temporary position intended to provide training and education in research. Individuals will train in the research program of a Mayo Clinic principal investigator. Qualified individuals will demonstrate the potential for research as evidenced by their training and peer-reviewed publications and should become competitive for national research grants. Proof of English proficiency is required for J-1 Short-Term Scholars, Research Scholars, Professors, Specialists, and Student Interns sponsored by Mayo Clinic.

The position requires a Ph.D., M.D., or equivalent doctoral degree in a field deemed relevant by the program. Post-graduate education should be in biomedical data science, bioinformatics, clinical informatics, computer sciences, computational biology, or related fields with a background or interest in artificial intelligence applications in healthcare. Additionally, the candidate should have outstanding communication and presentation skills with fluency in spoken and written English. 

To be successful, the candidate must have: 

• Professional proficiency and experience working in Python /R, MySQL.
• Familiarity with deep learning libraries such as PyTorch and/or Tensorflow
• Experience in working with large language models
• Familiarity with multi-modal data integration methods
• Interest in Implementation of data science algorithms in the clinical workflows

The following are highly desirable:

• Experience in handling genomic data
• Proficiency in front-end development is additive and beneficial.
• Background in healthcare/biology.