Postdoctoral Scholar @ University of Miami

AI & Machine Learning (2)
,

Current Employees:

If you are a current Staff, Faculty or Temporary employee at the University of Miami, please click here to log in to Workday to use the internal application process. To learn how to apply for a faculty or staff position, please review this tip sheet.

The University of Miami/UHealth Department Medical Education has an exciting opportunity for a full-time Post Doctoral Scholar to work in Miami, FL. The Postdoctoral Scholar will be responsible for developing and leading research projects, conducting data analysis, and implementing programs in Artificial Intelligence in Medical Education. This role involves designing and executing innovative research initiatives, collaborating with interdisciplinary teams, and applying data-driven approaches to problem-solving. The scholar will also contribute to program development, mentor trainees, and support faculty in advancing research and educational objectives. This position is ideal for a motivated researcher seeking to develop expertise, drive impactful discoveries, and contribute to the advancement of knowledge in Medical Education and Artificial Intelligence.

CORE JOB FUNCTIONS

Assists in planning and designing research experiments, establishes priorities, and recommends schedules.
Presents research findings at local and national scientific conferences.
Writes technical publications and reports.
Designs and writes programs to perform analysis and produces written reports on results.
Collects pilot data to help support new and competing renewal applications.
Supervises undergraduate and graduate research students and performs literature reviews.
Adheres to University and unit-level policies and procedures and safeguards University assets.

Department Specific Functions

This joint postdoctoral fellowship between the Department of Medical Education and the Department of Informatics and Health Data Science at the University of Miami Miller School of Medicine offers a unique opportunity to advance the integration of artificial intelligence (AI), data science, and emerging digital technologies in medical education. The Postdoctoral Scholar will work at the intersection of digital health, informatics, and education innovation, leveraging advanced AI methodologies to transform health professions training.

The Postdoctoral Scholar will serve as a key contributor to AI and data science initiatives across the departments and will:

Support the development of new AI-driven curricula and assessment frameworks for health professions education.
Design, develop and apply AI solutions including traditional machine learning models, natural language processing (NLP), and ontology-based frameworks to enhance simulation, curriculum development, and personalized learning in health professions education
Develop and evaluate AI-powered tools such as chatbots, automated feedback systems, and adaptive and precision learning pathways, to enhance student engagement, knowledge retention, and competency-based education.
Conduct cutting-edge research in AI-enhanced educational methodologies, data analytics, and digital learning platforms
Lead and contribute to grant proposals and peer-reviewed publications to secure funding and disseminate findings focused on AI and informatics-driven educational innovations.
Integrate large-scale educational and clinical datasets into AI-driven learning systems to improve decision-making and training efficacy using best practices in information systems management.
Create, implement and evaluate the impact of AI-enhanced generative assessment tools to enhance simulation-based training, virtual patients, and decision support systems to ensure real-time skill development in clinical education.
Collaborate with multidisciplinary teams across the Miller School of Medicine, UHealth, and industry partners to co-design and pilot new AI-driven curricula and educational technologies across the medical school and health system.
Contribute to the development of institutional policy, ethical frameworks, and best practices related to the use of AI in medical education.
Establish an independent research agenda under the mentorship of faculty from both departments, aligned with the university’s strategic vision for AI-powered medical education.

This list of duties and responsibilities is not intended to be all-inclusive and may be expanded to include other duties or responsibilities as necessary.

CORE QUALIFICATIONS

MD, Ph.D. or terminal doctoral degree in relevant field
Proficiency in Python, and/or R statistical package.
Proficiency in using LLM, model training, and Generative AI.
Experience with supervised and unsupervised ML techniques
Skill in collecting, organizing, and analyzing data.
Ability to recognize, analyze, and solve a variety of problem
Ability to exercise sound judgment in making critical decisions.
Ability to work independently and reliably with different academic teams

#LI-NN1

The University of Miami offers competitive salaries and a comprehensive benefits package including medical, dental, tuition remission and more.

UHealth-University of Miami Health System, South Florida's only university-based health system, provides leading-edge patient care powered by the ground breaking research and medical education at the Miller School of Medicine. As an academic medical center, we are proud to serve South Florida, Latin America and the Caribbean. Our physicians represent more than 100 specialties and sub-specialties, and have more than one million patient encounters each year. Our tradition of excellence has earned worldwide recognition for outstanding teaching, research and patient care. We're the challenge you've been looking for.

The University of Miami is an Equal Opportunity Employer. Applicants and employees are protected from discrimination based on certain categories protected by Federal law.

Job Status:

Full time

Employee Type:

Research-Limited Term

Postdoctoral Scholar

University of Miami

CORE JOB FUNCTIONS

Department Specific Functions

CORE QUALIFICATIONS

#LI-NN1

Your Connections