Postdoctoral Associate - Hussman Institute

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 Hussman Institute has an exciting opportunity for a full-time Postdoctoral Associate to work in Miami, Florida.

CORE JOB SUMMARY

The Postdoctoral Associate performs scientific research and studies under the supervision of managing staff. Moreover, the Postdoctoral Associate promotes institutional recognition through literal contributions to the scientific community.

CORE JOB FUNCTIONS 1.

Conducts research on specific areas of study as assigned. 2. Prepares research reports and technical papers for publishing. 3. Investigates the feasibility of applying a wide variety of scientific principles and theories. 4. Maintains substantial knowledge of state-of-the-art principles and theories. 5. Develops advanced analytical models and systems and provides solutions and analyses to support strategic and tactical decisions. 6. Adheres to University and unit-level policies and procedures and safeguards University assets. 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

Education:

Doctorate degree in relevant field required

Experience:

No previous experience required

Certification and Licensing:

Refer to department description for applicable certification requirements

Knowledge, Skills and Abilities:

Learning Agility:

Ability to learn new procedures, technologies, and protocols, and adapt to changing priorities and work demands.

Teamwork:

Ability to work collaboratively with others and contribute to a team environment.

Technical Proficiency:

Skilled in using office software, technology, and relevant computer applications.

Communication:

Strong and clear written and verbal communication skills for interacting with colleagues and stakeholders. Department Specific Functions 1. Genetic and bioinformatic analysis of Alpha-1 Antitrypsin deficiency. 2. Strong proficiency in machine learning and statistical modeling, including development and validation of predictive models using large-scale data. 3. Proficiency in large language model (LLM) and natural language processing methods for analysis of unstructured clinical and biomedical data. 4. Experience with cloud-based and high-performance computing environments to support scalable data processing and model development. 5. Proficiency in Python and/or R for statistical analysis, machine learning, and biomedical data processing. 6. Design and execute end-to-end statistical and bioinformatic analyses integrating large-scale genomic and clinical datasets to identify genetic contributors to disease risk within the All of Us Research Program secure Researcher Workbench environment using R and/or Python. 7. Develop and apply machine learning and large language model (LLM) approaches to build interpretable, clinically relevant predictive tools for disease diagnosis and risk stratification. 8. Publish original research articles in conjunction with the principal investigators. 9. Confer with principal investigators to review work assignments and develop plans for research experiments; make minor modifications to existing laboratory procedures and techniques to meet the needs of the particular experiment as required. 10. Review journals, abstracts, and scientific literature to keep abreast of new developments and to obtain information regarding previous experiments to aid in the design and development of original procedures and techniques. 11. Seek independent funding from foundations and associations for pilot studies with the appropriate permission from leadership. 12. Develop and apply machine learning and large language model (LLM) approaches to build interpretable, clinically relevant predictive tools for disease diagnosis and risk stratification. 13. Prepare scientific progress reports for grant-funded projects (e.g., NIH RPPR), including summaries of aims, results, publications, and compliance with reporting requirements. 14. Adheres to University and unit-level policies and procedures and safeguards University assets. This is a core job profile description and is not reflective of all duties that may be assigned to a specific position in each individual department. The above statements are intended to describe the general nature and primary responsibilities of this core job profile. Specific duties and tasks may vary based upon departmental needs. Other duties may be assigned to the above consistent with the knowledge, skills, and abilities required for the job. 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:

Staff The mission of the University of Miami is to transform lives through education, research, innovation, and service. A vibrant and diverse academic and healthcare community, the University of Miami and the University of Miami Health System ("UHealth") have rapidly progressed to become one of the nation's top research universities and academic medical centers in the nation. The University comprises 12 schools and colleges serving undergraduate and graduate students in more than 350 majors and programs. Visit welcome.miami.edu/about-um to learn more about our points of pride. The University ranks No. 55 on U.S. News & World Report's 2022 Best Colleges list and ranked No. 49 in the 2022 Wall Street Journal/Times Higher Education College Rankings. Bascom Palmer Eye Institute is ranked the #1 eye hospital in the USA and offers some of the nation's premiere eye doctors to treat every eye condition for adults. Sylvester Comprehensive Cancer, part of the Miller School of Medicine, received the prestigious National Cancer Institute designation in 2019. The University of Miami and UHealth have also ranked among the Forbes Best Employers and Best Employers for Women on several occasions, most recently in 2022. With more than 17,000 faculty and staff, the University strives for excellence, and is driven by a powerful mission to transform and impact the lives of its students, patients, members of the community, and people across the globe. The University of Miami is an Equal Opportunity Employer. Applicants and employees are protected from discrimination based on certain categories protected by Federal law.