University of North Carolina at Chapel Hill
BDC Post-Doc Research Associate
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States, 27517
Overview
Renaissance Computing Institute ( RENCI ) at UNC Chapel Hill is seeking a Postdoctoral Research Associate to contribute to innovative projects within the NIH BioData Catalyst ( BDC ) ecosystem, a cloud-based platform that provides secure access to biomedical data, analytic tools, and collaborative workspaces. This position offers the opportunity to work on cutting-edge initiatives aimed at improving how researchers interact with complex data and analysis workflows. Potential project areas include developing semantic search capabilities, designing natural language interfaces for the BDC environment, creating BDC-specific foundation models, enabling large language models (LLM) and machine learning-based workflows within the platform, and advancing data interoperability across the ecosystem. This is a high-impact, translational research infrastructure role at the intersection of biomedical informatics, cloud computing, and AI.
Primary Purpose of Organizational Unit
At the Renaissance Computing Institute ( RENCI ), we use data, creativity, and inclusive teaming to revitalize how science is done. We foster data science expertise and cyberinfrastructure to expand human potential by unlocking data. We Need Innovators, Builders, Strategists, Technologists, Architects, And Creative Thinkers Across All Domains To Drive This Work Forward. When You Join Our Team, You’ll
Spend your time solving the interesting and unique problems of research and development.
Shape your future through experimentation and unfettered access to premier education and research.
Make connections to people and projects that ignite your passion.
We value diversity of people and ideas as a cornerstone of innovation. We provide tools to help you do your job effectively, offer flexibility for productivity, and encourage thoughtful discourse. Join our research institute at UNC Chapel Hill to help spark a scientific renaissance across the Research Triangle Park, North Carolina, and beyond.
Position Summary
The Renaissance Computing Institute ( RENCI ) at UNC Chapel Hill is seeking a Postdoctoral Research Associate to contribute to innovative projects within the NIH BioData Catalyst ( BDC ) ecosystem, a cloud-based platform that provides secure access to biomedical data, analytic tools, and collaborative workspaces. The role offers the opportunity to work on cutting-edge initiatives to improve how researchers interact with complex data and analysis workflows. Potential project areas include developing semantic search capabilities to locate relevant datasets, designing natural language interfaces for intuitive navigation of the BDC environment, creating BDC -specific foundation models, and enabling LLMs and ML-based workflows. The role may also involve advancing harmonization techniques to improve data interoperability and usability across the ecosystem.
Minimum Education and Experience
Ph.D. in Bioinformatics, Biomedical Informatics, Computer Science, or a related field.
Required Qualifications, Competencies, and Experience Experience deploying and working with LLMs
Agentic workflows and retrieval augmented generation (RAG)
Prompt engineering experience
Developing, training, and testing machine learning (ML) models
Software engineering expertise
Preferred Qualifications, Competencies, and Experience Experience with biomedical data, including clinical, EHR, omics, and imaging
Knowledge graphs (KGs), and integrating LLMs with KGs
Multimodal LLMs
Special Instructions
For information on UNC Postdoctoral Benefits and Services, click here.
Quick Link: https://unc.peopleadmin.com/postings/304374
Posting Contact Information
Department Contact Name and Title: Misty Parrish, Human Resources Specialist Department Contact Telephone or Email: misty.parrish@unc.edu
Postdoctoral Affairs Contact Information: If you experience any problems accessing the system or have questions about the application process, contact the University’s Office of Postdoctoral Affairs at (919) 962-9982 or opahr@unc.edu. The Office will not provide updates on position or application status.
Equal Opportunity Employer Statement
The University is an equal opportunity employer and welcomes all to apply without regard to age, color, gender, gender expression, gender identity, genetic information, national origin, race, religion, sex, or sexual orientation. We encourage all qualified applicants to apply, including protected veterans and individuals with disabilities.
#J-18808-Ljbffr
Renaissance Computing Institute ( RENCI ) at UNC Chapel Hill is seeking a Postdoctoral Research Associate to contribute to innovative projects within the NIH BioData Catalyst ( BDC ) ecosystem, a cloud-based platform that provides secure access to biomedical data, analytic tools, and collaborative workspaces. This position offers the opportunity to work on cutting-edge initiatives aimed at improving how researchers interact with complex data and analysis workflows. Potential project areas include developing semantic search capabilities, designing natural language interfaces for the BDC environment, creating BDC-specific foundation models, enabling large language models (LLM) and machine learning-based workflows within the platform, and advancing data interoperability across the ecosystem. This is a high-impact, translational research infrastructure role at the intersection of biomedical informatics, cloud computing, and AI.
Primary Purpose of Organizational Unit
At the Renaissance Computing Institute ( RENCI ), we use data, creativity, and inclusive teaming to revitalize how science is done. We foster data science expertise and cyberinfrastructure to expand human potential by unlocking data. We Need Innovators, Builders, Strategists, Technologists, Architects, And Creative Thinkers Across All Domains To Drive This Work Forward. When You Join Our Team, You’ll
Spend your time solving the interesting and unique problems of research and development.
Shape your future through experimentation and unfettered access to premier education and research.
Make connections to people and projects that ignite your passion.
We value diversity of people and ideas as a cornerstone of innovation. We provide tools to help you do your job effectively, offer flexibility for productivity, and encourage thoughtful discourse. Join our research institute at UNC Chapel Hill to help spark a scientific renaissance across the Research Triangle Park, North Carolina, and beyond.
Position Summary
The Renaissance Computing Institute ( RENCI ) at UNC Chapel Hill is seeking a Postdoctoral Research Associate to contribute to innovative projects within the NIH BioData Catalyst ( BDC ) ecosystem, a cloud-based platform that provides secure access to biomedical data, analytic tools, and collaborative workspaces. The role offers the opportunity to work on cutting-edge initiatives to improve how researchers interact with complex data and analysis workflows. Potential project areas include developing semantic search capabilities to locate relevant datasets, designing natural language interfaces for intuitive navigation of the BDC environment, creating BDC -specific foundation models, and enabling LLMs and ML-based workflows. The role may also involve advancing harmonization techniques to improve data interoperability and usability across the ecosystem.
Minimum Education and Experience
Ph.D. in Bioinformatics, Biomedical Informatics, Computer Science, or a related field.
Required Qualifications, Competencies, and Experience Experience deploying and working with LLMs
Agentic workflows and retrieval augmented generation (RAG)
Prompt engineering experience
Developing, training, and testing machine learning (ML) models
Software engineering expertise
Preferred Qualifications, Competencies, and Experience Experience with biomedical data, including clinical, EHR, omics, and imaging
Knowledge graphs (KGs), and integrating LLMs with KGs
Multimodal LLMs
Special Instructions
For information on UNC Postdoctoral Benefits and Services, click here.
Quick Link: https://unc.peopleadmin.com/postings/304374
Posting Contact Information
Department Contact Name and Title: Misty Parrish, Human Resources Specialist Department Contact Telephone or Email: misty.parrish@unc.edu
Postdoctoral Affairs Contact Information: If you experience any problems accessing the system or have questions about the application process, contact the University’s Office of Postdoctoral Affairs at (919) 962-9982 or opahr@unc.edu. The Office will not provide updates on position or application status.
Equal Opportunity Employer Statement
The University is an equal opportunity employer and welcomes all to apply without regard to age, color, gender, gender expression, gender identity, genetic information, national origin, race, religion, sex, or sexual orientation. We encourage all qualified applicants to apply, including protected veterans and individuals with disabilities.
#J-18808-Ljbffr