Researchers combine machine learning with simulation data such as DFT and molecular dynamics for materials tasks. It suits people with a Master's or PhD, a first-author publication and computational materials experience.
नौकरी के बारे में
This is a remote, project-based role for machine learning professionals with deep expertise in computational materials science. You will complete tasks at the intersection of ML and materials research — including model development, simulation data analysis, and research tasks applied to real atomistic, electronic, or structural materials datasets. Work is over the next 2–3 weeks, asynchronous, and assigned on a project-by-project basis, with an expected commitment of 10–20 hours per week for the projects you accept. This position offers exceptional pay, exposure to cutting-edge materials research problems, and a strong addition to your research portfolio.
Responsibilities:
- Apply machine learning techniques to materials science problems, including property prediction, materials discovery, and structure-property relationship modeling
- Build, train, and evaluate ML models trained on simulation data such as DFT, molecular dynamics, or Monte Carlo outputs
- Develop predictive models using supervised and unsupervised learning approaches relevant to materials systems
- Contribute to materials informatics workflows integrating ML with high-throughput computational pipelines
- Document methodologies, model assumptions, and technical approaches clearly and reproducibly
Required qualifications:
- Published researcher with at least one first-author publication in a peer-reviewed journal
- Demonstrated expertise in both machine learning and computational materials science (e.g., DFT, force field development, atomistic simulation, or materials informatics)
- Strong problem-solving skills and ability to work independently on technical tasks
- Master's or PhD in Materials Science, Computational Chemistry, Physics, Computer Science, or a related quantitative field
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