Mayo Clinic Healthcare London
Research Fellow - Data Science and Artificial Intelligence
Mayo Clinic Healthcare London, Scottsdale, Arizona, us, 85261
Research Fellow - Data Science and Artificial Intelligence
Join to apply for the Research Fellow - Data Science and Artificial Intelligence role at Mayo Clinic Healthcare London Overview
A postdoctoral research fellow position is available at the Cancer Data Science Lab (PI: Dr. Irbaz Riaz) at Mayo Clinic in Arizona. The research fellow will work in a multi-disciplinary team of clinicians, data scientists and informaticians. The lab focuses on developing artificial intelligence (AI) methods for electronic medical records data, with emphasis on natural language processing (NLP), large language models (LLMs), multi-modal data integration, and computational oncology. Responsibilities
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. Collaborate with a multi-disciplinary team of physicians, computer scientists, and biomedical statisticians to improve AI-based approaches for cancer data science problems. Demonstrate strong verbal and written communication and presentation skills. Qualifications
Basic Qualifications (Must Have)
Ph.D. in Computer Science, Computer Engineering, Biomedical Informatics, Data Science, Biostatistics, or related field; Ph.D. must be completed by the time of hire. Strong foundation in machine learning and artificial intelligence. Excellent Python programming skills with experience in libraries such as pandas, NumPy, scikit-learn and at least one deep learning framework (e.g., PyTorch, TensorFlow, JAX, HuggingFace). Familiarity with SQL databases and basic querying skills. Familiarity with NLP techniques and/or large language models. Experience with structured or unstructured data, including text data. Evidence of research potential (peer-reviewed publications or conference presentations). Good written and verbal English communication skills. Preferred Qualifications (Nice To Have)
Experience with multi-modal data (text, imaging, genomics). Familiarity with computer vision methods for medical imaging. Exposure to modern AI technologies, including fine-tuning or retrieval-augmented models (RAG). Familiarity with evaluating large language models. Experience with version control (e.g., Git) or basic software development practices. Interest in clinical or healthcare-related research applications and collaboration in multi-disciplinary teams. Exemption Status
Exempt Compensation Detail
$64,079 - $74,963 / year; Education, experience and tenure may be considered along with internal equity when job offers are extended. Benefits Eligible
Yes Schedule
Full Time Hours/Pay Period
80 International Assignment
No Site Description
Locations include Mayo Clinic campuses in Phoenix/Scottsdale, Arizona; Jacksonville, Florida; Rochester, Minnesota; and Mayo Clinic Health System campuses in the Midwest, with international locations. Each Mayo Clinic location supports a workplace where employees can thrive. Equal Opportunity
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender identity, sexual orientation, national origin, protected veteran status or disability status. Mayo Clinic participates in E-Verify and may provide information from Form I-9 to confirm work authorization when required. Recruiter
Lei Feng
#J-18808-Ljbffr
Join to apply for the Research Fellow - Data Science and Artificial Intelligence role at Mayo Clinic Healthcare London Overview
A postdoctoral research fellow position is available at the Cancer Data Science Lab (PI: Dr. Irbaz Riaz) at Mayo Clinic in Arizona. The research fellow will work in a multi-disciplinary team of clinicians, data scientists and informaticians. The lab focuses on developing artificial intelligence (AI) methods for electronic medical records data, with emphasis on natural language processing (NLP), large language models (LLMs), multi-modal data integration, and computational oncology. Responsibilities
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. Collaborate with a multi-disciplinary team of physicians, computer scientists, and biomedical statisticians to improve AI-based approaches for cancer data science problems. Demonstrate strong verbal and written communication and presentation skills. Qualifications
Basic Qualifications (Must Have)
Ph.D. in Computer Science, Computer Engineering, Biomedical Informatics, Data Science, Biostatistics, or related field; Ph.D. must be completed by the time of hire. Strong foundation in machine learning and artificial intelligence. Excellent Python programming skills with experience in libraries such as pandas, NumPy, scikit-learn and at least one deep learning framework (e.g., PyTorch, TensorFlow, JAX, HuggingFace). Familiarity with SQL databases and basic querying skills. Familiarity with NLP techniques and/or large language models. Experience with structured or unstructured data, including text data. Evidence of research potential (peer-reviewed publications or conference presentations). Good written and verbal English communication skills. Preferred Qualifications (Nice To Have)
Experience with multi-modal data (text, imaging, genomics). Familiarity with computer vision methods for medical imaging. Exposure to modern AI technologies, including fine-tuning or retrieval-augmented models (RAG). Familiarity with evaluating large language models. Experience with version control (e.g., Git) or basic software development practices. Interest in clinical or healthcare-related research applications and collaboration in multi-disciplinary teams. Exemption Status
Exempt Compensation Detail
$64,079 - $74,963 / year; Education, experience and tenure may be considered along with internal equity when job offers are extended. Benefits Eligible
Yes Schedule
Full Time Hours/Pay Period
80 International Assignment
No Site Description
Locations include Mayo Clinic campuses in Phoenix/Scottsdale, Arizona; Jacksonville, Florida; Rochester, Minnesota; and Mayo Clinic Health System campuses in the Midwest, with international locations. Each Mayo Clinic location supports a workplace where employees can thrive. Equal Opportunity
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender identity, sexual orientation, national origin, protected veteran status or disability status. Mayo Clinic participates in E-Verify and may provide information from Form I-9 to confirm work authorization when required. Recruiter
Lei Feng
#J-18808-Ljbffr