RESEARCH FELLOW in data scienceArtificial Intelligence
RESEARCH FELLOW in data scienceArtificial Intelligence
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1 Vacancy
Job Description
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 multidisciplinary 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) multimodal 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 taskspecific models for diverse applications in healthcare.
- Develop artificial intelligence frameworks for data extraction from freetext unstructured text reports and imaging/histopathological imaging data.
- Develop and/or improve predictive models using unimodal and multimodal electronic health records system data (free text imaging genomics)
- Develop/enhance software for living clinical practice guidelines.
- Work with a multidisciplinary team of physicians computer scientists and biomedical statisticians to improve artificial intelligencebased 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 peerreviewed publications and should become competitive for national research grants. Proof of English proficiency is required for J1 ShortTerm Scholars Research Scholars Professors Specialists and Student Interns sponsored by Mayo Clinic.
Qualifications
The position requires a Ph.D. M.D. or equivalent doctoral degree in a field deemed relevant by the program. Postgraduate 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 multimodal 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 frontend development is additive and beneficial.
- Background in healthcare/biology.
Employment Type
Full-Time
