The Computational Hydrology and Atmospheric Science (CHAS) Group at Oak Ridge National Laboratory (ORNL) is seeking a highly motivated Postdoctoral Research Associate in the areas of Hydrological and ...
The Computational Hydrology and Atmospheric Science (CHAS) Group at Oak Ridge National Laboratory (ORNL) is seeking a highly motivated Postdoctoral Research Associate in the areas of Hydrological and ...
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Sai Swaminathan, respectively- invite applications for a Postdoctoral Research Associate position to advance the next generation of intelligent, adaptive, and user-aware scientific workflow systems.
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Sai Swaminathan, respectively- invite applications for a Postdoctoral Research Associate position to advance the next generation of intelligent, adaptive, and user-aware scientific workflow systems.
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Sai Swaminathan, respectively- invite applications for a Postdoctoral Research Associate position to advance the next generation of intelligent, adaptive, and user-aware scientific workflow systems.
Postdoctoral Research Associate - HPC System Architecture and Intelligent Storage Design
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They are seeking a Postdoctoral Research Associate to work on High-Performance Computing (HPC) system architecture and intelligent storage design, focusing on scalable storage architectures and ...
Postdoctoral Research Associate - HPC System Architecture and Intelligent Storage Design
Oak Ridge, TN · On-site
They are seeking a Postdoctoral Research Associate to work on High-Performance Computing (HPC) system architecture and intelligent storage design, focusing on scalable storage architectures and ...
The Computational Hydrology and Atmospheric Science (CHAS) Group at Oak Ridge National Laboratory (ORNL) is seeking a highly motivated Postdoctoral Research Associate in the areas of Hydrological and ...
The Computational Hydrology and Atmospheric Science (CHAS) Group at Oak Ridge National Laboratory (ORNL) is seeking a highly motivated Postdoctoral Research Associate in the areas of Hydrological and ...
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We are seeking a Postdoctoral Research Associate to conduct advanced materials research focused on the development of cast, additively manufactured, and wrought aluminum alloys. The position will ...
We are seeking a Postdoctoral Research Associate in the Advanced Computing for Chemistry and Materials Group in the National Center for Computational Sciences (NCCS), Computing and Computational ...
We are seeking a Postdoctoral Research Associate in the Advanced Computing for Chemistry and Materials Group in the National Center for Computational Sciences (NCCS), Computing and Computational ...
We are seeking a Postdoctoral Research Associate to conduct advanced materials research focused on the development of cast, additively manufactured, and wrought aluminum alloys. The position will ...
We are seeking a Postdoctoral Research Associate to conduct advanced materials research focused on the development of cast, additively manufactured, and wrought aluminum alloys. The position will ...
Postdoctoral Research Associate - Advanced Computing for Chemistry & Materials
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We are seeking a Postdoctoral Research Associate in the Advanced Computing for Chemistry and Materials Group in the National Center for Computational Sciences (NCCS), Computing and Computational ...
Postdoctoral Research Associate - Advanced Computing for Chemistry & Materials
Oak Ridge, TN · On-site
We are seeking a Postdoctoral Research Associate in the Advanced Computing for Chemistry and Materials Group in the National Center for Computational Sciences (NCCS), Computing and Computational ...
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We are seeking a Postdoctoral Research Associate to develop AI-driven automation workflows for aberration-correction scanning transmission electron microscopy (STEM) to accelerate the ...
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We are accepting applications for a Postdoctoral Research Associate position who will focus on the intersection of material science, materials characterization, and data science to develop new ...
Postdoctoral Research Associate - Data Science for Materials Characterization
Knoxville, TN · On-site
We are accepting applications for a Postdoctoral Research Associate position who will focus on the intersection of material science, materials characterization, and data science to develop new ...
We are seeking a Postdoctoral Research Associate to develop AI-driven automation workflows for aberration-correction scanning transmission electron microscopy (STEM) to accelerate the ...
We are seeking a Postdoctoral Research Associate to develop AI-driven automation workflows for aberration-correction scanning transmission electron microscopy (STEM) to accelerate the ...
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We are seeking an outstanding Postdoctoral Research Associate with a strong background in condensed-matter physics and materials science - especially related to magnetic materials, experience with ...
We are seeking an outstanding Postdoctoral Research Associate with a strong background in condensed-matter physics and materials science - especially related to magnetic materials, experience with ...
We are seeking an outstanding Postdoctoral Research Associate with a strong background in condensed-matter physics and materials science - especially related to magnetic materials, experience with ...
Postdoctoral Research Associate - HPC System Architecture and Intelligent Storage Design
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The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in High-Performance Computing (HPC) system architecture ...
Postdoctoral Research Associate - HPC System Architecture and Intelligent Storage Design
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The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in High-Performance Computing (HPC) system architecture ...
The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in High-Performance Computing (HPC) system architecture ...
The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in High-Performance Computing (HPC) system architecture ...
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Oak Ridge, TN · On-site
The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in the area of HPC Confidential Computing and Secure ...
Postdoctoral Research Associate - HPC Confidential Computing and Secure Multi-tenancy
Oak Ridge, TN · On-site
The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in the area of HPC Confidential Computing and Secure ...
The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in the area of HPC Confidential Computing and Secure ...
The National Center for Computational Sciences (NCCS) at the Oak Ridge National Laboratory (ORNL) is seeking a postdoctoral research associate in the area of HPC Confidential Computing and Secure ...
We are seeking a postdoctoral researcher to work at the intersection of tensor networks, quantum algorithms, scientific computing, topological physics, and quantum hardware. As part of our team, you ...
We are seeking a postdoctoral researcher to work at the intersection of tensor networks, quantum algorithms, scientific computing, topological physics, and quantum hardware. As part of our team, you ...
Postdoc Research Associate information
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How much do postdoc research associate jobs pay per hour?
What are the typical collaboration opportunities for a Postdoc Research Associate within a research institution?
What is the difference between Postdoc Research Associate vs Research Scientist?
| Aspect | Postdoc Research Associate | Research Scientist |
|---|---|---|
| Required Credentials | Doctoral degree (Ph.D.) in relevant field | Master's or Ph.D., often with more experience |
| Work Environment | Academic or research institutions, labs | Universities, research centers, industry R&D |
| Employer & Industry Usage | Primarily academia and government research | Academia, industry, biotech, pharma |
| Common Search & Comparison | Yes | Yes |
The main difference between a Postdoc Research Associate and a Research Scientist lies in experience level and career stage. Postdoc Research Associates are typically early-career researchers with a Ph.D. working on specific projects, often aiming for academic careers. Research Scientists usually have more experience, may hold advanced degrees, and work on broader research initiatives in academia or industry. Both roles require strong research skills and doctoral credentials, but their responsibilities and career paths differ.
What are the key skills and qualifications needed to thrive as a Postdoc Research Associate, and why are they important?
What is a Postdoc Research Associate?

Postdoctoral Research Associate - AI for Hydrological Modeling
Oak Ridge National LaboratoryOak Ridge, TN • On-site
Full-time
Medical, Dental, Retirement, PTO
Posted 11 days ago
Oak Ridge National Laboratory rating
9.3
Based on 15 frontline employees who took The Breakroom Quiz
4th of 103 rated laboratories
Job description
Overview:
The Computational Hydrology and Atmospheric Science (CHAS) Group at Oak Ridge National Laboratory (ORNL) is seeking a highly motivated Postdoctoral Research Associate in the areas of Hydrological and Earth System Modeling and Artificial Intelligence (AI). The successful candidate will have a strong background in computational science, data analysis, and process-based modeling of hydrological and Earth system processes. The CHAS group conducts world-class research in hydrological and Earth system modeling, large-scale data analytics and machine learning (ML), and data-model integration, leveraging the U.S. Department of Energy's (DOE) Leadership-Class Computing Facilities to advance predictive understanding of complex environmental systems.
Major Duties/Responsibilities:
- Develop and apply AI foundation models for hydrological and Earth system modeling, with emphasis on improving predictive capabilities for compound flooding in coastal regions.
- Design and implement physics-informed and physics-ML hybrid approaches that integrate domain knowledge with data-driven methods to advance hydrological process understanding and prediction.
- Conduct multimodal, multiscale data analysis by integrating diverse datasets (e.g., in situ observations, remote sensing products, model simulations) to inform model development, calibration, and validation.
- Collaborate with a multidisciplinary team of hydrologists, Earth scientists, and computational scientists to leverage leadership-class computing resources for large-scale model training, testing, and deployment.
- Contribute to the development of scalable, explainable, and uncertainty-aware AI methods that enhance model robustness, reliability, and scientific discovery.
- Publish research findings in high-impact journals and present results at national and international conferences.
- Engage with collaborators across DOE laboratories, universities, and partner agencies to broaden the applications of AI-enabled hydrological modeling.
- Ensure compliance with ORNL's safety, security, quality, and environmental standards while carrying out all research activities.
Technical Questions:
Please contact Dan Lu lud1@ornl.gov
Basic Qualifications:
- A Ph.D. in Hydrology, Earth system science, Water resources engineering, Computational sciences, Computer sciences or a related field completed within the last 5 years (or expected soon).
- Demonstrated experience in hydrological or Earth system modeling, with emphasis on process understanding and prediction.
- Strong background in computational sciences, including numerical methods, high-performance computing (HPC), or large-scale data analysis.
- Experience in applying AI/ML techniques to hydrological and Earth sciences.
- Proficiency in scientific programming languages such as Python, Julia, R, Fortran, or C/C++.
- Evidence of scholarly productivity, including peer-reviewed publications and conference presentations.
- Excellent written and oral communication skills and the ability to work effectively in a collaborative, multidisciplinary team environment.
Preferred Qualifications:
- Knowledge of uncertainty quantification methods and causal inference for complex environmental systems.
- Experience with large-scale Earth system simulations, particularly using the Energy Exascale Earth System Model (E3SM).
- Background in coastal and compound flooding simulations, including subsurface-surface and hydrodynamic interactions.
- Demonstrated ability and strong motivation to conduct innovative, high-impact research and disseminate results through peer-reviewed publications and conference presentations.
Applicants cannot have received their Ph.D. more than five years prior to the date of application and must complete all degree requirements before starting their appointment. The appointment length will be for up to 24 months with the potential for extension. Initial appointments and extensions are subject to performance and the availability of funding.
ORNL Ethics and Conduct:
As a member of the ORNL scientific community, you will be expected to commit to ORNL's Research Code of Conduct. Our full code of conduct, and a statement by the Lab Director's office can be found here: https://www.ornl.gov/content/research-integrity
Benefits at ORNL:
UT Battelle offers an exceptional benefits package to include matching 401K, Pension Plan, Paid Vacation and Medical / Dental plan. Onsite amenities include Credit Union, Medical Clinic and free Fitness facilities.
Relocation:
UT Battelle offers a wide range of relocation benefits for individuals and families to make it easier to come and work here. If you are invited to interview, please ask your Recruiter about relocating with ORNL
This position will remain open for a minimum of 5 days after which it will close when a qualified candidate is identified and/or hired.
We accept Word (.doc, .docx), Adobe (unsecured .pdf), Rich Text Format (.rtf), and HTML (.htm, .html) up to 5MB in size. Resumes from third party vendors will not be accepted; these resumes will be deleted and the candidates submitted will not be considered for employment.
ORNL is an equal opportunity employer. All qualified applicants, including individuals with disabilities and protected veterans, are encouraged to apply. UT-Battelle is an E-Verify employer.
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About Oak Ridge National Laboratory
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Industry
Scientific research and development services
Company size
5,001 - 10,000 Employees
Headquarters location
Oak Ridge, TN, US
Year founded
1943