The postdoc will work in a collaborative CMU environment spanning computational chemistry, AI ... Developing automated DFT / ML workflows for mechanistic studies of photoredox, organometallic, and ...
The postdoc will work in a collaborative CMU environment spanning computational chemistry, AI ... Developing automated DFT / ML workflows for mechanistic studies of photoredox, organometallic, and ...
Postdoctoral Research Associate in AI-Accelerated Molecular and Materials Modeling
Los Alamos, NM · On-site
Experience with first-principles electronic structure methods, including DFT and/or TD-DFT ... For more information about the Postdoc Program, go to Contact: * Dr. Sergei Tretiak (serg@lanl.gov)
Postdoctoral Research Associate in AI-Accelerated Molecular and Materials Modeling
Los Alamos, NM · On-site
Experience with first-principles electronic structure methods, including DFT and/or TD-DFT ... For more information about the Postdoc Program, go to Contact: * Dr. Sergei Tretiak (serg@lanl.gov)
Experience with first-principles electronic structure methods, including DFT and/or TD-DFT ... For more information about the Postdoc Program, go to Contact: * Dr. Sergei Tretiak (serg@lanl.gov)
Experience with first-principles electronic structure methods, including DFT and/or TD-DFT ... For more information about the Postdoc Program, go to Contact: * Dr. Sergei Tretiak (serg@lanl.gov)
Post-Doctoral Fellow
$45K - $70K/yr
... Postdoctoral Fellow position in computational materials science with a focus on advanced density functional theory (DFT), machine learning, and multiscale materials modeling for alloys and ceramics.
Post-Doctoral Fellow
$45K - $70K/yr
... Postdoctoral Fellow position in computational materials science with a focus on advanced density functional theory (DFT), machine learning, and multiscale materials modeling for alloys and ceramics.
Posting Information Posting Information Position Title Postdoctoral Research Associate Job Posting ... Familiarity with materials modeling or atomistic simulation methods (e.g., molecular dynamics, DFT ...
Posting Information Posting Information Position Title Postdoctoral Research Associate Job Posting ... Familiarity with materials modeling or atomistic simulation methods (e.g., molecular dynamics, DFT ...
Post-Doctoral Fellow
Worcester, MA · On-site
$45K - $70K/yr
... Postdoctoral Fellow position in computational materials science with a focus on advanced density functional theory (DFT), machine learning, and multiscale materials modeling for alloys and ceramics.
Post-Doctoral Fellow
Worcester, MA · On-site
$45K - $70K/yr
... Postdoctoral Fellow position in computational materials science with a focus on advanced density functional theory (DFT), machine learning, and multiscale materials modeling for alloys and ceramics.
Shyam Kattel at the University of Central Florida, has an immediate opening for a postdoctoral ... Expertise with DFT, GC-DFT, and machine learning methods. * Strong oral and written communication ...
Shyam Kattel at the University of Central Florida, has an immediate opening for a postdoctoral ... Expertise with DFT, GC-DFT, and machine learning methods. * Strong oral and written communication ...
Postdoctoral Scholar, Physics
Orlando, FL · On-site
Shyam Kattel at the University of Central Florida, has an immediate opening for a postdoctoral ... Expertise with DFT, GC-DFT, and machine learning methods. * Strong oral and written communication ...
Postdoctoral Scholar, Physics
Orlando, FL · On-site
Shyam Kattel at the University of Central Florida, has an immediate opening for a postdoctoral ... Expertise with DFT, GC-DFT, and machine learning methods. * Strong oral and written communication ...
Postdoctoral Scholar, Physics
Orlando, FL · On-site
Shyam Kattel at the University of Central Florida, has an immediate opening for a postdoctoral ... Expertise with DFT, GC-DFT, and machine learning methods. * Strong oral and written communication ...
Postdoctoral Scholar, Physics
Orlando, FL · On-site
Shyam Kattel at the University of Central Florida, has an immediate opening for a postdoctoral ... Expertise with DFT, GC-DFT, and machine learning methods. * Strong oral and written communication ...
Postdoctoral Appointee - Building Agentic AI Platform for X-ray Science
Lemont, IL · On-site
$72K - $121K/yr
Hands-on experience with DFT or electronic-structure codes such as VASP, Quantum ESPRESSO, CP2K ... Job Family Postdoctoral Job Profile Postdoctoral Appointee Worker Type Long-Term (Fixed Term) Time ...
Postdoctoral Appointee - Building Agentic AI Platform for X-ray Science
Lemont, IL · On-site
$72K - $121K/yr
Hands-on experience with DFT or electronic-structure codes such as VASP, Quantum ESPRESSO, CP2K ... Job Family Postdoctoral Job Profile Postdoctoral Appointee Worker Type Long-Term (Fixed Term) Time ...
Hands-on experience with DFT or electronic-structure codes such as VASP, Quantum ESPRESSO, CP2K ... Job Family Postdoctoral Job Profile Postdoctoral Appointee Worker Type Long-Term (Fixed Term) Time ...
Hands-on experience with DFT or electronic-structure codes such as VASP, Quantum ESPRESSO, CP2K ... Job Family Postdoctoral Job Profile Postdoctoral Appointee Worker Type Long-Term (Fixed Term) Time ...
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
Postdoctoral Fellow - Wentz Lab
Kokomo, IN · On-site
$55K/yr
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
Postdoctoral Fellow - Wentz Lab
Kokomo, IN · On-site
$55K/yr
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
Postdoctoral Fellow - Wentz Lab
Bloomington, IN · On-site
$55K/yr
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
Postdoctoral Fellow - Wentz Lab
Bloomington, IN · On-site
$55K/yr
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
The Postdoctoral Associate's Responsibilities include but are not limited to: * Performing computational modeling using DFT, GC-DFT, MD (AIMD, classical force fields, MLIP force fields) * Developing ...
The Postdoctoral Associate's Responsibilities include but are not limited to: * Performing computational modeling using DFT, GC-DFT, MD (AIMD, classical force fields, MLIP force fields) * Developing ...
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
The hired postdoc fellow will gain key leadership skills valuable for a career in academia or ... Experience with DFT or quantum-chemical calculations is also preferred. Department Contact for ...
The Postdoctoral Associate's Responsibilities include but are not limited to: * Performing computational modeling using DFT, GC-DFT, MD (AIMD, classical force fields, MLIP force fields) * Developing ...
The Postdoctoral Associate's Responsibilities include but are not limited to: * Performing computational modeling using DFT, GC-DFT, MD (AIMD, classical force fields, MLIP force fields) * Developing ...
Postdoctoral Appointee - Building Agentic AI Platform for X-ray Science
Lemont, IL · On-site
$49K - $67K/yr
Argonne National Laboratory is seeking a highly motivated Postdoctoral Researcher to join the X-ray ... DFT, structure-property relationships, and interpretation of simulation results. • Hands-on ...
Postdoctoral Appointee - Building Agentic AI Platform for X-ray Science
Lemont, IL · On-site
$49K - $67K/yr
Argonne National Laboratory is seeking a highly motivated Postdoctoral Researcher to join the X-ray ... DFT, structure-property relationships, and interpretation of simulation results. • Hands-on ...
Materials modeling experience relevant to microstructure and mechanics (e.g., MD/DFT, phase-field ... For more information on Postdoc program at LANL, please refer to Candidates may be considered for a ...
Materials modeling experience relevant to microstructure and mechanics (e.g., MD/DFT, phase-field ... For more information on Postdoc program at LANL, please refer to Candidates may be considered for a ...
Postdoc Dft information
What are Postdoc DFT positions?
What are the key skills and qualifications needed to thrive as a Postdoc in Density Functional Theory (DFT), and why are they important?
What are some common challenges faced by Postdoc DFT researchers when working on collaborative projects?
What is the difference between Postdoc Dft vs Postdoctoral Research Associate?
| Aspect | Postdoc Dft | Postdoctoral Research Associate |
|---|---|---|
| Required Credentials | PhD in relevant field | PhD in relevant field |
| Work Environment | Academic labs, research institutions | Academic labs, research institutions |
| Employer & Industry Usage | Universities, research centers | Universities, research centers |
| Common Search & Comparison | Yes | Yes |
Both Postdoc Dft and Postdoctoral Research Associate roles typically require a PhD and involve research in academic or research institutions. The main difference lies in terminology; 'Postdoc Dft' is often used in specific regions or institutions, while 'Postdoctoral Research Associate' is more common in others. Both positions focus on advanced research, with similar work environments and employer types.

Full-time
Posted 22 days ago
Carnegie Mellon University rating
8.6
Based on 24 frontline employees who took The Breakroom Quiz
56th of 555 rated colleges and universities
Job description
The Isayev Lab at Carnegie Mellon University invites applications for a postdoctoral researcher to lead projects at the interface of computational chemistry, machine learning, reaction mechanism elucidation, and automated molecular discovery. The position is ideal for a candidate who wants to turn deep mechanistic understanding into predictive models and closed-loop discovery workflows.
Our lab develops and applies machine learning methods for computational chemistry, materials science, and molecular discovery, including transferable neural network potentials, generative molecular design, and experiment-automation workflows. The postdoc will work in a collaborative CMU environment spanning computational chemistry, AI, automated experimentation, polymer chemistry, and catalysis.
Research directions may include:
Developing automated DFT / ML workflows for mechanistic studies of photoredox, organometallic, and radical catalytic reactions.
Building predictive models that connect quantum-chemical descriptors, catalyst structure, substrate scope, selectivity, and reaction performance.
Applying AIMNet2 and related ML/QM methods to accelerate conformer search, reaction-path exploration, catalyst screening, and high-throughput mechanistic modeling.
Designing closed-loop computational-experimental campaigns for transition metal catalysis, polymer synthesis, and related catalytic transformations.
Creating reusable, open, well-documented software workflows for reaction data generation, curation, featurization, and model deployment.
Collaborating with experimental groups at CMU and external partners to convert mechanistic hypotheses into experimentally testable predictions.
Qualifications
Desired background:
Ph.D. in chemistry, chemical engineering, materials science, or a related field.
Strong experience in computational reaction mechanisms, especially DFT studies of organic, organometallic, photoredox, radical, or homogeneous catalytic systems.
Fluency with Python and modern scientific computing workflows; experience with Git, HPC clusters, SLURM, Gaussian, ORCA, Q-Chem, xTB, RDKit, ASE, or related tools is highly valued.
Interest in machine learning, statistical modeling, active learning, descriptor development, or data-driven reaction prediction.
Ability to work closely with experimental collaborators and communicate mechanistic insight clearly.
Application Instructions
Applications, including a cover letter and a curriculum vitae indicating your interest and relevant training should be submitted electronically via Interfolio.
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